Rockfish Historical Harvest Estimates

This project seeks to estimate sport fish harvest and releases of rockfish in Alaska waters by improving on the Howard et al. (2020) methods and expand the time series back to 1977 when the statewide harvest survey (SWHS) was first implemented. This is essentially a Bayesian version of the Howard methods that allows for more appropriate and defensible sharing of information between areas, handles missing data in a more appropriate manor, accurately propagates uncertainty throughout the estimation procedure and replaces the Howard decision tree approach to low sample sizes with a hierarchical model. The methods and results for generating harvest estimates are generally consistent between the Bayesian model and the Howard methods. Harvest estimates are consistent with Howard estimates during contemporary times, but may differ based on more appropriate weighting of SWHS and logbook data, including estimating and correcting bias in the SWHS data.

Table 1. Summary of key improvements in reconstructiing sport fish removals of rockfish using the Bayesian model as compared to the Howard et al. (2020) methods.

Issue	Howard	Bayes
Time series	1999 - present	1977 - present
Bias in SWHS	Not explicitly dealt with. Relies on logbook data and ratios of guided/unguided from SWHS data to estimate unguided releases and harvests.	Explicitly estimates bias in SWHS harvest and release estimates based on logbook data.
Species composition of releases	Assumes that species composition of releases is equal to that of the harvest, which is not evident in the logbook data.	Recognizes different release probabilities by species / species assemblage and estimates it from logbook data and bias corrected SWHS data
Sample size limitations	Uses sample size threshholds such that when areas fall below those threshholds values are borrowed from nearby areas.	Uses a hierarchichacal modelling approach that shares information between areas in the same region. Thus all data is used, even with small sample sizes. This is a more sound method that avoids assumptions and uses all of the data.
Error propogation	Error is propogated when variance estimates are available, but there is uncertainty associated with borrowing values from nearby areas, or the assumption of species compositions being identical in harvest and releases, are not dealt with.	By breaking the assumption that species composition is equal between harvests and releases, uncertainty in the release estimates is more reflective of the fishery. Furthermore, the hyerarchichal approach more accurately captures uncertainy within and between areas within a region.

Figure 1.- Data sources for estimating rockfish harvests and releases in ADF&G commercial fisheries management units. Note that initial rockfish harvest estimates were not differentiated into species assemblage or species until 1998 when logbooks began differentiating by pelagic and non-pelagic. Logbooks began to collect data on yelloweye beginning in 2006. Port sampling programs to gather data on species composition of harvests began in 1996 in Southcentral and Kodiak and in 2006 in Southeast.

Figure 2.- SWHS harvest (left) and release (right) estimates from guided trips (x-axis) versus repoted harvests from charter logbooks (y-axis).

Results

• Model: LB_fit_3pH

• Model Run: *Gen4int_indcomp_swhsR_FULL_pHB4pars_thru2024_1e+05__2025-10-15* (Naming convention: modelname_thruYEAR_iters_rundate)

• Proportion of parmaters converged (Rhat <= 1.1): 0.9673

• See end of document for summary of unconverged parameters.

Figure X.- Rhat values and proportion of parameters that converged (Rhat < 1.1.)

Estimate comparison

Since previous estimates of rockfish harvest have been produced these first 3 graphs will be used to show how the modeled estimates compare to the estimates produced earlier. For total rockfish the estimates are in general agreement although differences are noted. These estimates should be more reliable because they include both SWHS and guide logbook data, handle variance more appropriately, use hierarchical distributions when data is missing, directly consider observation error and are produced using reproducible research.

Figure 3.- Total rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 3.- Total rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Notes from Adam: When looking at only black rockfish the most significant differences are for the Prince William Sound Inside area. I did not spend a great deal of time tracking this down although it looks like the previous version used bad values for \(P_{(black)ayu}\) for at least unguided anglers. For the moment I would ignore the results for BSIA and SOKO2SAP. I think it is possible to give approximate values for these areas but it will require a little more coding which I have yet to do.

Figure 4.- Black rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

And black rockfish releases…

Figure 5.- Black rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 6.- Yellow rockfish harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 7.- Yellow rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 8.- DSR rockfish (excluding yelloweye) harvests 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 9.- DSR rockfish releases (including yelloweye) 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 11.- Slope rockfish harvests 1996-2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Figure 12.- Slope rockfish releases 1996–2023. Lines and error polygons represent model estimates and points and error bars represent Howard et al estimates.

Total Biomass Removal Estimates

Figure 13.- Black rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 14.- Yellow rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 15.- Pelagic rockfish estimated total removals in lbs in 1996–2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 16.- Non-yelloweye, demersal shelf rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Figure 17.- Slope rockfish estimated total removals in lbs in 1996-2023. Total removals are calculated from the harvests, the estimated release mortality and mean fish weights. Error polygons represent 95% confidence intervals.

Model fit

Logbook residuals

Figure 18.- Residuals from logbook harvests.

SWHS residuals

Figure 19.- Residuals from SWHS harvests.

Figure 20.- Residual of SWHS releases.

Parameter estimates

P(Charter)

These histograms show the posterior distribution of the mean percent of rockfish harvested by the charter fleet.

Figure 21.- Mean percent of harvest by charter anglers.

When considered annually we see the percent of rockfish harvested by the charter fleet follows our data fairly well although the model smooths out the changes and we just do not have much information about this ratio. Prior to 2011 the percent charter is confounded with SWHS bias and should be mostly discounted.

Figure 22.- Annual estimates of the percent of harvest by charter anglers for 16 commerical fishing manamgent areas, 1996-2023.

P(Harvest)

These plots show the fitted logistic line to the proportion of caught rockfish that are harvested. These estimates are used for hindcasting catch estimates based on the harvest data in early years when catch estimates are unavailable.

Figure 23.- Annual proportion of pelagic rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 24.- Annual proportion of yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available.

Figure 25.- Annual proportion of non-pelagic, non-yelloweye rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note, that this is not estimated for Southeast areas because non=pelagics are divided between DSR (including yelloweye) and Slope species.

Figure 26.- Annual proportion of DSR rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

Figure 27.- Annual proportion of Slope rockfish catch that was harvested. Note that pre-1990 estimates are used to estimate catch in these years when catch estimates are not available. Note that the observed logbook data is for all non-pelagic, non-yelloweye fish.

SWHS bias

Figure 23 shows the mean estimate for SWHS bias in harvests and releases. Cook Inlet, North Gulf Coast and North Southeast Inside all look pretty good while most other areas have substantial bias. Prince William Sound Inside has the largest bias. Bias in release estimates is substantial and whereas the SWHS appears to underestimate harvests, it appears to greatly overestimates releases by a factor of 2 or more in most areas as derived from logbook reported releases.

Figure 28.- Mean SWHS bias for harvests and catches. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

Our estimates of SWHS harvest bias track observations fairly well when he have guided harvest estimates. The estimates of release bias in the SWHS data track observed patterns to an extent, but appear to smooth these more volatile disagreements with the logbook data. Adam postulated in his initial start on this that some of this could be the result of the estimates of the proportion guided. This value was not modelled with a trend and thus applies a constant estimate when hindcasting. Data on these relationships could greatly improve this model.

Figure 29.- Annual estimates of SWHS bias in harvests and releases for 16 commerical fishing manamgent areas, 1996-2023. Note that a bias < 1 indicates that the SWHS underestimates the true value and bias > 1 indicates the survey overestimates the true value.

P(pelagic)

We model the percentage of pelagic rockfish in the harvest because we have the information for charter anglers (via logbooks) starting in 1998. Other than looking at the model estimates you can use Figure 25 to compare the two data streams for pelagic rockfish harvest. In general they are in agreement with major exceptions in Price William Sound inside, Prince William Sound outside (early in the time series) and South Southeast inside.

Figure 30.- Annual estimates of the percent of the sport harvest that was pelagic rockfish for 16 commerical fishing manamgent areas, 1996-2023.

P(black|pelagic)

Note that in Southeast Alaska we only have composition data starting in 2006. Tania dug up old SE data, but it did not provide any useful data for species apportionment. For the most part, P(black|pelagic) is relatively constant across areas, with the exception of Cook Inlet and NSEI in Southeast AK. It may be worth discussing whether the shifts in those areas is a result of improved or changing species identification rather than actual shift in the species composition of the catch.

Figure 31.- Annual estimates of the percent of the sport harvest of pelagic rockfish that were black rockfish for 16 commerical fishing manamgent areas, 1996-2023. Kodiak panels include data from a hydroacoustic survey and the proportion of pelagic rockfish that are black in those areas (red) and the adjusted proportions based on obseved harvests for charter (blue) and private (cyan) users.

P(yelloweye|non-pelagic / yelloweye|DSR)

Figure 32.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were yelloweye rockfish for 16 commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(DSR|non-pelagic)

Figure 33.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were DSR rockfish for 6 Southeast commerical fishing manamgent areas, 1996-2023.

P(slope|non-pelagic)

Figure 34.- Annual estimates of the percent of the sport harvest of non-pelagic rockfish that were slope rockfish for 6 southeast commerical fishing manamgent areas, 1996-2023. Note that P(yelloweye) is the the proportion relative to non-pelagics for Central and Kodiak areas but is relative to DSR for Southeast areas.

P(slope|non-pelagic & non-yellowye) For release estimates

## NULL

Weight Fits

Figure 35.- Mean weights of black rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 36.- Mean weights of yelloweye rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 37.- Mean weights of non-black, pelagic rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 38.- Mean weights of non-yelloweye, demersal shelf rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Figure 39.- Mean weights of slope rockfish used to estimate biomass from harvest and release mortality estimates in numbers of fish.

Summary of unconverged parameters:

The proportion of unconverged species composition proportional estimates that are near the bounds of 0 or 1 is 0.1722222

The proportion of unconverged true parameters (defined as Rhat > 1.01) that are also in excess of an Rhat of 1.1 is 0.16 while 0.84 are less than 1.1.

Table Xa. Species proportion derived quantities that are not with 0.05 of the 0 and 1 bounds and are not converged relative to an Rhat of 1.01.

variable	area_n	year	user	mean	median	lower	upper	Rhat	sd	skew	area
p_pelagic	11	1	1	0.457	0.448	0.166	0.780	1.067	0.163	0.055	CSEO
p_pelagic	11	1	2	0.411	0.401	0.137	0.730	1.040	0.156	0.064	CSEO
p_pelagic	11	10	1	0.459	0.456	0.166	0.776	1.050	0.159	0.019	CSEO
p_pelagic	11	10	2	0.409	0.403	0.138	0.728	1.044	0.158	0.038	CSEO
p_pelagic	11	11	1	0.460	0.455	0.161	0.772	1.061	0.163	0.031	CSEO
p_pelagic	11	11	2	0.413	0.397	0.145	0.741	1.033	0.159	0.100	CSEO
p_pelagic	11	12	1	0.463	0.460	0.177	0.775	1.076	0.159	0.019	CSEO
p_pelagic	11	12	2	0.412	0.403	0.138	0.732	1.028	0.158	0.057	CSEO
p_pelagic	11	13	1	0.466	0.460	0.177	0.778	1.045	0.160	0.037	CSEO
p_pelagic	11	13	2	0.411	0.403	0.145	0.727	1.034	0.157	0.051	CSEO
p_pelagic	11	14	1	0.458	0.450	0.169	0.766	1.052	0.161	0.050	CSEO
p_pelagic	11	14	2	0.416	0.406	0.147	0.739	1.031	0.158	0.063	CSEO
p_pelagic	11	15	1	0.466	0.456	0.180	0.784	1.065	0.160	0.063	CSEO
p_pelagic	11	15	2	0.413	0.405	0.138	0.737	1.036	0.158	0.051	CSEO
p_pelagic	11	16	1	0.467	0.464	0.176	0.781	1.052	0.161	0.019	CSEO
p_pelagic	11	16	2	0.408	0.396	0.140	0.739	1.047	0.159	0.075	CSEO
p_pelagic	11	17	1	0.465	0.460	0.176	0.784	1.059	0.162	0.031	CSEO
p_pelagic	11	17	2	0.411	0.404	0.134	0.730	1.028	0.158	0.044	CSEO
p_pelagic	11	18	1	0.468	0.458	0.168	0.795	1.085	0.164	0.061	CSEO
p_pelagic	11	18	2	0.409	0.396	0.143	0.732	1.024	0.157	0.083	CSEO
p_pelagic	11	19	1	0.464	0.459	0.177	0.779	1.045	0.156	0.032	CSEO
p_pelagic	11	19	2	0.409	0.399	0.140	0.731	1.026	0.156	0.064	CSEO
p_pelagic	11	2	1	0.461	0.457	0.166	0.776	1.050	0.164	0.024	CSEO
p_pelagic	11	2	2	0.407	0.389	0.140	0.731	1.029	0.159	0.113	CSEO
p_pelagic	11	20	1	0.459	0.453	0.166	0.776	1.048	0.159	0.038	CSEO
p_pelagic	11	20	2	0.410	0.400	0.137	0.734	1.025	0.158	0.063	CSEO
p_pelagic	11	21	1	0.466	0.460	0.169	0.780	1.048	0.163	0.037	CSEO
p_pelagic	11	21	2	0.413	0.400	0.141	0.733	1.036	0.159	0.082	CSEO
p_pelagic	11	22	2	0.411	0.396	0.136	0.748	1.032	0.160	0.094	CSEO
p_pelagic	11	23	2	0.412	0.402	0.144	0.731	1.027	0.156	0.064	CSEO
p_pelagic	11	3	1	0.459	0.450	0.165	0.770	1.049	0.162	0.055	CSEO
p_pelagic	11	3	2	0.409	0.400	0.136	0.733	1.022	0.158	0.057	CSEO
p_pelagic	11	4	1	0.468	0.469	0.172	0.788	1.063	0.161	-0.006	CSEO
p_pelagic	11	4	2	0.404	0.394	0.130	0.733	1.031	0.160	0.063	CSEO
p_pelagic	11	5	1	0.462	0.454	0.171	0.770	1.062	0.161	0.050	CSEO
p_pelagic	11	5	2	0.406	0.393	0.140	0.735	1.021	0.157	0.083	CSEO
p_pelagic	11	6	1	0.463	0.459	0.180	0.779	1.057	0.160	0.025	CSEO
p_pelagic	11	6	2	0.411	0.399	0.137	0.739	1.042	0.160	0.075	CSEO
p_pelagic	11	7	1	0.459	0.453	0.164	0.780	1.062	0.161	0.037	CSEO
p_pelagic	11	7	2	0.408	0.401	0.140	0.732	1.037	0.157	0.045	CSEO
p_pelagic	11	8	1	0.468	0.462	0.171	0.787	1.053	0.161	0.037	CSEO
p_pelagic	11	8	2	0.405	0.391	0.137	0.730	1.026	0.159	0.088	CSEO
p_pelagic	11	9	1	0.462	0.452	0.171	0.793	1.058	0.165	0.061	CSEO
p_pelagic	11	9	2	0.408	0.397	0.142	0.729	1.029	0.157	0.070	CSEO
p_yellow	12	1	2	0.144	0.112	0.028	0.495	1.022	0.124	0.258	EWYKT
p_yellow	12	10	2	0.145	0.113	0.028	0.481	1.033	0.123	0.261	EWYKT
p_yellow	12	11	2	0.140	0.108	0.028	0.447	1.044	0.120	0.266	EWYKT
p_yellow	12	12	2	0.142	0.109	0.026	0.470	1.017	0.121	0.272	EWYKT
p_yellow	12	13	2	0.142	0.112	0.027	0.445	1.026	0.119	0.253	EWYKT
p_yellow	12	14	2	0.143	0.110	0.027	0.474	1.029	0.123	0.268	EWYKT
p_yellow	12	15	1	0.297	0.265	0.079	0.711	1.011	0.161	0.199	EWYKT
p_yellow	12	15	2	0.142	0.111	0.025	0.442	1.033	0.121	0.257	EWYKT
p_yellow	12	16	2	0.144	0.112	0.027	0.470	1.028	0.122	0.262	EWYKT
p_yellow	12	17	2	0.142	0.110	0.027	0.471	1.029	0.121	0.265	EWYKT
p_yellow	12	18	2	0.141	0.110	0.027	0.459	1.033	0.121	0.256	EWYKT
p_yellow	12	19	2	0.142	0.109	0.026	0.472	1.025	0.123	0.269	EWYKT
p_yellow	12	2	2	0.143	0.112	0.029	0.460	1.025	0.118	0.263	EWYKT
p_yellow	12	20	2	0.144	0.111	0.028	0.473	1.027	0.124	0.267	EWYKT
p_yellow	12	21	2	0.142	0.111	0.029	0.455	1.027	0.118	0.262	EWYKT
p_yellow	12	22	2	0.143	0.110	0.027	0.460	1.028	0.121	0.272	EWYKT
p_yellow	12	23	1	0.295	0.261	0.083	0.717	1.011	0.161	0.211	EWYKT
p_yellow	12	23	2	0.141	0.107	0.025	0.485	1.028	0.125	0.272	EWYKT
p_yellow	12	24	2	0.143	0.110	0.027	0.452	1.020	0.121	0.272	EWYKT
p_yellow	12	25	2	0.143	0.110	0.027	0.457	1.030	0.122	0.271	EWYKT
p_yellow	12	26	2	0.142	0.109	0.028	0.445	1.027	0.122	0.271	EWYKT
p_yellow	12	27	2	0.141	0.110	0.027	0.457	1.029	0.119	0.259	EWYKT
p_yellow	12	28	2	0.141	0.109	0.028	0.439	1.023	0.115	0.278	EWYKT
p_yellow	12	29	2	0.130	0.106	0.028	0.372	1.018	0.095	0.252	EWYKT
p_yellow	12	3	2	0.142	0.111	0.028	0.464	1.027	0.121	0.255	EWYKT
p_yellow	12	4	2	0.141	0.109	0.027	0.467	1.030	0.122	0.261	EWYKT
p_yellow	12	5	2	0.142	0.110	0.026	0.459	1.026	0.121	0.263	EWYKT
p_yellow	12	6	2	0.142	0.110	0.027	0.459	1.032	0.121	0.266	EWYKT
p_yellow	12	7	2	0.141	0.108	0.028	0.449	1.032	0.119	0.276	EWYKT
p_yellow	12	8	2	0.140	0.111	0.026	0.461	1.027	0.120	0.242	EWYKT
p_yellow	12	9	2	0.145	0.113	0.027	0.462	1.032	0.123	0.261	EWYKT
p_pelagic	13	1	1	0.562	0.570	0.247	0.842	1.014	0.160	-0.050	NSEI
p_pelagic	13	1	2	0.338	0.324	0.108	0.647	1.019	0.143	0.098	NSEI
p_pelagic	13	10	1	0.559	0.567	0.237	0.839	1.023	0.161	-0.050	NSEI
p_pelagic	13	10	2	0.338	0.322	0.106	0.662	1.019	0.148	0.108	NSEI
p_pelagic	13	11	1	0.565	0.574	0.244	0.852	1.032	0.162	-0.055	NSEI
p_pelagic	13	11	2	0.335	0.316	0.105	0.661	1.020	0.146	0.130	NSEI
p_pelagic	13	12	1	0.562	0.567	0.246	0.846	1.027	0.160	-0.031	NSEI
p_pelagic	13	12	2	0.339	0.321	0.105	0.660	1.017	0.148	0.122	NSEI
p_pelagic	13	13	1	0.560	0.566	0.241	0.843	1.031	0.160	-0.038	NSEI
p_pelagic	13	13	2	0.339	0.324	0.104	0.656	1.023	0.149	0.101	NSEI
p_pelagic	13	14	1	0.562	0.568	0.240	0.838	1.020	0.161	-0.037	NSEI
p_pelagic	13	14	2	0.337	0.322	0.098	0.665	1.028	0.148	0.101	NSEI
p_pelagic	13	15	1	0.559	0.566	0.250	0.839	1.020	0.157	-0.045	NSEI
p_pelagic	13	15	2	0.340	0.323	0.105	0.660	1.023	0.147	0.115	NSEI
p_pelagic	13	16	1	0.558	0.567	0.227	0.844	1.023	0.162	-0.056	NSEI
p_pelagic	13	17	1	0.560	0.570	0.244	0.841	1.026	0.160	-0.063	NSEI
p_pelagic	13	17	2	0.340	0.326	0.099	0.658	1.024	0.148	0.094	NSEI
p_pelagic	13	18	1	0.563	0.573	0.244	0.841	1.027	0.160	-0.063	NSEI
p_pelagic	13	18	2	0.344	0.327	0.109	0.665	1.019	0.148	0.115	NSEI
p_pelagic	13	19	1	0.564	0.575	0.237	0.843	1.026	0.161	-0.068	NSEI
p_pelagic	13	19	2	0.336	0.317	0.101	0.667	1.025	0.148	0.128	NSEI
p_pelagic	13	2	1	0.561	0.572	0.240	0.842	1.030	0.161	-0.068	NSEI
p_pelagic	13	2	2	0.338	0.321	0.101	0.652	1.017	0.146	0.116	NSEI
p_pelagic	13	20	1	0.563	0.572	0.244	0.839	1.019	0.158	-0.057	NSEI
p_pelagic	13	20	2	0.342	0.326	0.101	0.666	1.017	0.148	0.108	NSEI
p_pelagic	13	21	1	0.565	0.573	0.243	0.844	1.028	0.158	-0.051	NSEI
p_pelagic	13	21	2	0.339	0.326	0.094	0.663	1.010	0.149	0.087	NSEI
p_pelagic	13	22	2	0.342	0.325	0.108	0.657	1.018	0.148	0.115	NSEI
p_pelagic	13	23	2	0.342	0.331	0.106	0.656	1.015	0.146	0.075	NSEI
p_pelagic	13	25	2	0.270	0.255	0.089	0.526	1.016	0.118	0.127	NSEI
p_pelagic	13	3	1	0.561	0.567	0.247	0.837	1.022	0.157	-0.038	NSEI
p_pelagic	13	3	2	0.339	0.320	0.101	0.667	1.015	0.150	0.127	NSEI
p_pelagic	13	4	1	0.565	0.576	0.237	0.849	1.031	0.161	-0.068	NSEI
p_pelagic	13	4	2	0.337	0.320	0.099	0.662	1.016	0.149	0.114	NSEI
p_pelagic	13	5	1	0.562	0.570	0.242	0.838	1.017	0.158	-0.051	NSEI
p_pelagic	13	5	2	0.341	0.321	0.099	0.666	1.033	0.151	0.133	NSEI
p_pelagic	13	6	1	0.563	0.567	0.243	0.844	1.018	0.158	-0.025	NSEI
p_pelagic	13	6	2	0.342	0.323	0.098	0.673	1.019	0.152	0.125	NSEI
p_pelagic	13	7	1	0.561	0.566	0.248	0.842	1.020	0.158	-0.032	NSEI
p_pelagic	13	7	2	0.337	0.326	0.097	0.657	1.020	0.148	0.074	NSEI
p_pelagic	13	8	1	0.559	0.570	0.235	0.835	1.025	0.160	-0.069	NSEI
p_pelagic	13	8	2	0.338	0.321	0.101	0.664	1.020	0.148	0.115	NSEI
p_pelagic	13	9	1	0.561	0.567	0.241	0.843	1.027	0.163	-0.037	NSEI
p_pelagic	13	9	2	0.342	0.324	0.101	0.667	1.019	0.147	0.122	NSEI
p_yellow	14	10	2	0.923	0.941	0.759	0.990	1.011	0.064	-0.283	NSEO
p_yellow	14	11	2	0.921	0.940	0.751	0.990	1.023	0.066	-0.289	NSEO
p_yellow	14	13	2	0.922	0.940	0.753	0.991	1.016	0.065	-0.278	NSEO
p_yellow	14	14	2	0.921	0.939	0.736	0.991	1.017	0.066	-0.271	NSEO
p_yellow	14	15	2	0.919	0.937	0.736	0.990	1.011	0.068	-0.264	NSEO
p_yellow	14	16	2	0.922	0.940	0.755	0.989	1.012	0.063	-0.284	NSEO
p_yellow	14	18	1	0.899	0.920	0.686	0.986	1.011	0.077	-0.272	NSEO
p_yellow	14	18	2	0.921	0.940	0.743	0.989	1.012	0.064	-0.295	NSEO
p_yellow	14	19	1	0.897	0.920	0.680	0.985	1.012	0.080	-0.286	NSEO
p_yellow	14	2	2	0.920	0.939	0.746	0.990	1.012	0.067	-0.285	NSEO
p_yellow	14	20	2	0.921	0.939	0.755	0.990	1.014	0.064	-0.280	NSEO
p_yellow	14	21	2	0.920	0.940	0.745	0.990	1.022	0.069	-0.292	NSEO
p_yellow	14	22	2	0.922	0.939	0.758	0.990	1.011	0.062	-0.274	NSEO
p_yellow	14	25	2	0.921	0.940	0.738	0.988	1.018	0.064	-0.295	NSEO
p_yellow	14	4	1	0.899	0.919	0.692	0.986	1.016	0.077	-0.261	NSEO
p_yellow	14	5	1	0.899	0.920	0.693	0.986	1.010	0.077	-0.274	NSEO
p_yellow	14	6	1	0.898	0.920	0.689	0.984	1.011	0.078	-0.284	NSEO
p_yellow	14	7	2	0.920	0.940	0.740	0.991	1.018	0.067	-0.299	NSEO
p_yellow	15	1	1	0.412	0.402	0.133	0.745	1.011	0.162	0.062	SSEI
p_yellow	15	1	2	0.461	0.455	0.167	0.791	1.011	0.167	0.036	SSEI
p_yellow	15	10	2	0.461	0.459	0.156	0.792	1.011	0.168	0.012	SSEI
p_yellow	15	13	2	0.460	0.452	0.165	0.796	1.010	0.165	0.048	SSEI
p_yellow	15	15	1	0.410	0.396	0.136	0.749	1.013	0.161	0.087	SSEI
p_yellow	15	2	2	0.463	0.457	0.171	0.792	1.014	0.165	0.036	SSEI
p_slope	15	26	1	0.267	0.248	0.071	0.576	1.015	0.134	0.142	SSEI
p_yellow	15	3	2	0.461	0.453	0.173	0.795	1.014	0.165	0.049	SSEI
p_yellow	15	4	1	0.413	0.399	0.139	0.755	1.011	0.163	0.086	SSEI
p_yellow	15	4	2	0.457	0.451	0.163	0.788	1.015	0.168	0.036	SSEI
p_yellow	15	5	2	0.459	0.453	0.165	0.792	1.016	0.164	0.036	SSEI
p_yellow	15	6	1	0.406	0.395	0.143	0.730	1.013	0.158	0.069	SSEI
p_yellow	15	6	2	0.463	0.453	0.165	0.791	1.015	0.169	0.059	SSEI
p_yellow	15	7	1	0.412	0.403	0.135	0.745	1.010	0.164	0.055	SSEI
p_yellow	15	7	2	0.461	0.459	0.165	0.788	1.019	0.166	0.012	SSEI
p_yellow	15	8	2	0.461	0.457	0.171	0.790	1.010	0.166	0.024	SSEI
p_yellow	15	9	2	0.457	0.451	0.172	0.782	1.015	0.163	0.037	SSEI
p_pelagic	16	1	1	0.526	0.530	0.205	0.829	1.033	0.166	-0.024	SSEO
p_pelagic	16	1	2	0.465	0.459	0.167	0.791	1.028	0.166	0.036	SSEO
p_pelagic	16	10	1	0.528	0.531	0.218	0.835	1.031	0.163	-0.018	SSEO
p_pelagic	16	10	2	0.462	0.457	0.162	0.780	1.019	0.166	0.030	SSEO
p_pelagic	16	11	1	0.528	0.531	0.225	0.821	1.049	0.160	-0.019	SSEO
p_pelagic	16	11	2	0.459	0.453	0.165	0.781	1.025	0.164	0.037	SSEO
p_pelagic	16	12	1	0.530	0.537	0.196	0.827	1.049	0.167	-0.042	SSEO
p_pelagic	16	12	2	0.469	0.468	0.165	0.784	1.023	0.165	0.006	SSEO
p_pelagic	16	13	1	0.531	0.533	0.215	0.829	1.039	0.164	-0.012	SSEO
p_pelagic	16	13	2	0.463	0.457	0.162	0.778	1.031	0.165	0.036	SSEO
p_pelagic	16	14	1	0.529	0.536	0.220	0.825	1.044	0.162	-0.043	SSEO
p_pelagic	16	14	2	0.457	0.455	0.161	0.775	1.038	0.164	0.012	SSEO
p_pelagic	16	15	1	0.530	0.532	0.210	0.829	1.062	0.165	-0.012	SSEO
p_pelagic	16	15	2	0.469	0.464	0.177	0.787	1.025	0.163	0.031	SSEO
p_pelagic	16	16	1	0.534	0.544	0.214	0.833	1.044	0.165	-0.061	SSEO
p_pelagic	16	16	2	0.462	0.456	0.172	0.779	1.035	0.164	0.036	SSEO
p_pelagic	16	17	1	0.528	0.535	0.203	0.824	1.037	0.164	-0.043	SSEO
p_pelagic	16	17	2	0.470	0.468	0.165	0.791	1.022	0.165	0.012	SSEO
p_pelagic	16	18	1	0.525	0.524	0.205	0.825	1.058	0.164	0.006	SSEO
p_pelagic	16	18	2	0.466	0.463	0.174	0.786	1.027	0.162	0.019	SSEO
p_pelagic	16	19	1	0.528	0.530	0.218	0.825	1.045	0.164	-0.012	SSEO
p_pelagic	16	19	2	0.467	0.464	0.176	0.777	1.020	0.163	0.018	SSEO
p_pelagic	16	2	1	0.531	0.535	0.221	0.832	1.039	0.164	-0.024	SSEO
p_pelagic	16	2	2	0.462	0.457	0.169	0.772	1.035	0.162	0.031	SSEO
p_pelagic	16	20	1	0.529	0.536	0.205	0.838	1.047	0.166	-0.042	SSEO
p_pelagic	16	20	2	0.463	0.455	0.175	0.783	1.031	0.163	0.049	SSEO
p_pelagic	16	21	1	0.526	0.533	0.205	0.826	1.042	0.165	-0.042	SSEO
p_pelagic	16	21	2	0.464	0.458	0.174	0.777	1.022	0.165	0.036	SSEO
p_pelagic	16	22	2	0.470	0.468	0.171	0.785	1.025	0.163	0.012	SSEO
p_pelagic	16	23	2	0.470	0.462	0.173	0.789	1.018	0.160	0.050	SSEO
p_pelagic	16	3	1	0.526	0.529	0.216	0.817	1.055	0.163	-0.018	SSEO
p_pelagic	16	3	2	0.459	0.453	0.161	0.772	1.027	0.163	0.037	SSEO
p_pelagic	16	4	1	0.524	0.526	0.217	0.823	1.058	0.163	-0.012	SSEO
p_pelagic	16	4	2	0.464	0.458	0.172	0.776	1.030	0.162	0.037	SSEO
p_pelagic	16	5	1	0.529	0.528	0.214	0.830	1.060	0.166	0.006	SSEO
p_pelagic	16	5	2	0.462	0.457	0.164	0.782	1.023	0.166	0.030	SSEO
p_pelagic	16	6	1	0.530	0.533	0.223	0.831	1.044	0.163	-0.018	SSEO
p_pelagic	16	6	2	0.461	0.452	0.171	0.787	1.032	0.164	0.055	SSEO
p_pelagic	16	7	1	0.529	0.530	0.206	0.835	1.049	0.165	-0.006	SSEO
p_pelagic	16	7	2	0.461	0.459	0.168	0.768	1.028	0.161	0.012	SSEO
p_pelagic	16	8	1	0.526	0.531	0.209	0.818	1.040	0.164	-0.031	SSEO
p_pelagic	16	8	2	0.464	0.458	0.167	0.781	1.026	0.163	0.037	SSEO
p_pelagic	16	9	1	0.523	0.526	0.212	0.824	1.053	0.163	-0.018	SSEO
p_pelagic	16	9	2	0.459	0.454	0.163	0.778	1.020	0.162	0.031	SSEO
p_pelagic	3	1	1	0.502	0.496	0.198	0.818	1.023	0.163	0.037	PWSI
p_pelagic	3	1	2	0.180	0.158	0.042	0.455	1.015	0.104	0.211	PWSI
p_pelagic	3	10	1	0.509	0.509	0.203	0.807	1.016	0.164	0.000	PWSI
p_pelagic	3	10	2	0.177	0.154	0.044	0.436	1.015	0.104	0.222	PWSI
p_pelagic	3	11	1	0.510	0.509	0.200	0.811	1.013	0.162	0.006	PWSI
p_pelagic	3	11	2	0.180	0.155	0.044	0.440	1.024	0.105	0.239	PWSI
p_pelagic	3	12	1	0.510	0.512	0.202	0.823	1.015	0.162	-0.012	PWSI
p_pelagic	3	12	2	0.179	0.158	0.043	0.442	1.018	0.104	0.202	PWSI
p_pelagic	3	13	2	0.179	0.157	0.042	0.431	1.015	0.104	0.212	PWSI
p_pelagic	3	14	2	0.179	0.157	0.042	0.433	1.014	0.104	0.212	PWSI
p_pelagic	3	15	1	0.510	0.510	0.207	0.815	1.010	0.162	0.000	PWSI
p_pelagic	3	15	2	0.179	0.155	0.043	0.432	1.019	0.103	0.232	PWSI
p_pelagic	3	16	2	0.180	0.157	0.042	0.437	1.017	0.102	0.225	PWSI
p_pelagic	3	17	2	0.178	0.157	0.044	0.427	1.012	0.100	0.210	PWSI
p_pelagic	3	18	1	0.509	0.508	0.205	0.806	1.011	0.162	0.006	PWSI
p_pelagic	3	2	1	0.508	0.509	0.202	0.811	1.013	0.163	-0.006	PWSI
p_pelagic	3	3	1	0.508	0.511	0.199	0.814	1.017	0.162	-0.019	PWSI
p_pelagic	3	3	2	0.174	0.154	0.042	0.421	1.017	0.101	0.199	PWSI
p_pelagic	3	4	1	0.512	0.514	0.195	0.825	1.016	0.164	-0.012	PWSI
p_pelagic	3	4	2	0.176	0.155	0.044	0.437	1.028	0.101	0.207	PWSI
p_pelagic	3	5	1	0.506	0.508	0.206	0.814	1.018	0.164	-0.012	PWSI
p_pelagic	3	5	2	0.180	0.158	0.043	0.435	1.021	0.104	0.212	PWSI
p_pelagic	3	6	1	0.510	0.511	0.211	0.810	1.015	0.159	-0.006	PWSI
p_pelagic	3	6	2	0.179	0.157	0.044	0.432	1.022	0.102	0.215	PWSI
p_pelagic	3	7	1	0.507	0.506	0.199	0.812	1.014	0.162	0.006	PWSI
p_pelagic	3	7	2	0.176	0.155	0.043	0.440	1.024	0.103	0.204	PWSI
p_pelagic	3	8	1	0.511	0.514	0.207	0.810	1.011	0.160	-0.019	PWSI
p_pelagic	3	8	2	0.179	0.156	0.044	0.440	1.018	0.103	0.223	PWSI
p_pelagic	3	9	1	0.508	0.508	0.203	0.793	1.014	0.158	0.000	PWSI
p_pelagic	3	9	2	0.177	0.156	0.044	0.436	1.019	0.101	0.208	PWSI
p_pelagic	4	1	1	0.548	0.563	0.169	0.858	1.240	0.187	-0.080	PWSO
p_pelagic	4	1	2	0.523	0.538	0.152	0.842	1.265	0.190	-0.079	PWSO
p_yellow	4	1	2	0.859	0.880	0.624	0.975	1.021	0.092	-0.229	PWSO
p_pelagic	4	10	1	0.542	0.555	0.175	0.852	1.230	0.184	-0.071	PWSO
p_pelagic	4	10	2	0.527	0.536	0.161	0.856	1.256	0.189	-0.048	PWSO
p_yellow	4	10	1	0.877	0.898	0.676	0.977	1.021	0.082	-0.256	PWSO
p_yellow	4	10	2	0.861	0.882	0.638	0.975	1.010	0.090	-0.233	PWSO
p_pelagic	4	11	1	0.552	0.567	0.177	0.854	1.233	0.188	-0.080	PWSO
p_pelagic	4	11	2	0.530	0.542	0.153	0.843	1.232	0.188	-0.064	PWSO
p_yellow	4	11	1	0.878	0.897	0.675	0.978	1.015	0.080	-0.236	PWSO
p_yellow	4	11	2	0.858	0.878	0.636	0.972	1.012	0.091	-0.220	PWSO
p_pelagic	4	12	1	0.554	0.570	0.192	0.859	1.208	0.184	-0.087	PWSO
p_pelagic	4	12	2	0.527	0.539	0.148	0.849	1.240	0.194	-0.062	PWSO
p_yellow	4	12	2	0.858	0.880	0.626	0.974	1.014	0.093	-0.236	PWSO
p_pelagic	4	13	1	0.551	0.562	0.186	0.860	1.209	0.184	-0.060	PWSO
p_pelagic	4	13	2	0.522	0.534	0.148	0.853	1.270	0.192	-0.062	PWSO
p_yellow	4	13	2	0.859	0.879	0.626	0.975	1.012	0.090	-0.221	PWSO
p_pelagic	4	14	1	0.548	0.558	0.175	0.860	1.221	0.184	-0.054	PWSO
p_pelagic	4	14	2	0.526	0.534	0.151	0.846	1.234	0.187	-0.043	PWSO
p_yellow	4	14	2	0.859	0.881	0.631	0.973	1.011	0.092	-0.240	PWSO
p_pelagic	4	15	1	0.556	0.569	0.192	0.863	1.214	0.184	-0.071	PWSO
p_pelagic	4	15	2	0.530	0.543	0.159	0.851	1.238	0.189	-0.069	PWSO
p_pelagic	4	16	1	0.554	0.568	0.188	0.857	1.192	0.179	-0.078	PWSO
p_pelagic	4	16	2	0.532	0.553	0.160	0.841	1.237	0.186	-0.113	PWSO
p_yellow	4	16	1	0.875	0.895	0.662	0.975	1.013	0.083	-0.242	PWSO
p_pelagic	4	17	1	0.556	0.573	0.199	0.858	1.174	0.178	-0.096	PWSO
p_pelagic	4	17	2	0.539	0.547	0.176	0.847	1.212	0.182	-0.044	PWSO
p_pelagic	4	18	1	0.561	0.575	0.205	0.860	1.156	0.176	-0.080	PWSO
p_pelagic	4	18	2	0.540	0.545	0.176	0.859	1.210	0.181	-0.028	PWSO
p_yellow	4	18	1	0.878	0.896	0.678	0.976	1.011	0.078	-0.232	PWSO
p_pelagic	4	19	1	0.559	0.568	0.201	0.858	1.135	0.173	-0.052	PWSO
p_pelagic	4	19	2	0.543	0.555	0.194	0.854	1.169	0.177	-0.068	PWSO
p_yellow	4	19	1	0.875	0.895	0.666	0.974	1.012	0.081	-0.246	PWSO
p_pelagic	4	2	1	0.549	0.562	0.166	0.862	1.224	0.188	-0.069	PWSO
p_pelagic	4	2	2	0.526	0.542	0.146	0.851	1.296	0.193	-0.083	PWSO
p_yellow	4	2	1	0.877	0.896	0.659	0.980	1.018	0.083	-0.228	PWSO
p_yellow	4	2	2	0.858	0.879	0.617	0.977	1.013	0.093	-0.225	PWSO
p_pelagic	4	20	1	0.603	0.603	0.509	0.691	1.015	0.046	0.000	PWSO
p_pelagic	4	20	2	0.420	0.414	0.158	0.717	1.103	0.148	0.041	PWSO
p_pelagic	4	21	2	0.374	0.371	0.195	0.565	1.031	0.097	0.031	PWSO
p_pelagic	4	22	2	0.443	0.437	0.249	0.651	1.021	0.104	0.057	PWSO
p_pelagic	4	23	2	0.546	0.546	0.391	0.699	1.015	0.079	0.000	PWSO
p_pelagic	4	3	1	0.549	0.557	0.178	0.863	1.241	0.186	-0.043	PWSO
p_pelagic	4	3	2	0.525	0.543	0.142	0.847	1.284	0.189	-0.095	PWSO
p_yellow	4	3	1	0.878	0.897	0.677	0.979	1.018	0.079	-0.240	PWSO
p_pelagic	4	4	1	0.550	0.567	0.174	0.863	1.233	0.187	-0.091	PWSO
p_pelagic	4	4	2	0.526	0.536	0.149	0.851	1.281	0.192	-0.052	PWSO
p_yellow	4	4	1	0.877	0.896	0.664	0.978	1.015	0.082	-0.233	PWSO
p_yellow	4	4	2	0.861	0.881	0.636	0.976	1.023	0.091	-0.219	PWSO
p_pelagic	4	5	1	0.550	0.563	0.175	0.864	1.273	0.185	-0.070	PWSO
p_pelagic	4	5	2	0.526	0.541	0.156	0.845	1.269	0.189	-0.079	PWSO
p_yellow	4	5	1	0.878	0.899	0.659	0.978	1.018	0.084	-0.251	PWSO
p_yellow	4	5	2	0.859	0.881	0.625	0.975	1.014	0.091	-0.241	PWSO
p_pelagic	4	6	1	0.548	0.565	0.171	0.863	1.266	0.190	-0.090	PWSO
p_pelagic	4	6	2	0.531	0.549	0.143	0.848	1.263	0.191	-0.094	PWSO
p_yellow	4	6	1	0.876	0.895	0.658	0.976	1.012	0.083	-0.229	PWSO
p_yellow	4	6	2	0.861	0.882	0.634	0.972	1.015	0.090	-0.234	PWSO
p_pelagic	4	7	1	0.552	0.569	0.180	0.868	1.213	0.187	-0.091	PWSO
p_pelagic	4	7	2	0.529	0.548	0.148	0.847	1.281	0.191	-0.099	PWSO
p_yellow	4	7	1	0.878	0.898	0.673	0.979	1.026	0.082	-0.245	PWSO
p_pelagic	4	8	1	0.550	0.567	0.171	0.857	1.257	0.187	-0.091	PWSO
p_pelagic	4	8	2	0.528	0.540	0.138	0.847	1.265	0.194	-0.062	PWSO
p_yellow	4	8	2	0.858	0.878	0.630	0.973	1.017	0.091	-0.219	PWSO
p_pelagic	4	9	1	0.546	0.557	0.183	0.854	1.222	0.186	-0.059	PWSO
p_pelagic	4	9	2	0.528	0.540	0.143	0.851	1.294	0.191	-0.063	PWSO
p_yellow	4	9	1	0.878	0.897	0.661	0.978	1.011	0.081	-0.233	PWSO
p_yellow	4	9	2	0.859	0.880	0.622	0.975	1.014	0.092	-0.228	PWSO
p_black	8	40	1	0.567	0.436	0.338	0.947	1.012	0.236	0.555	afognak
p_yellow	8	5	2	0.912	0.935	0.711	0.990	1.010	0.074	-0.309	afognak

Table Xb. True parameters with an Rhat in excess of 1.1

variable	area_n	year/species	mean	median	lower	upper	Rhat	sd	skew	year	area
mu_beta0_pH	1	1	0.732	0.795	-0.513	1.976	1.461	0.662	-0.095		CI
tau_beta0_pH	1	1	8.327	2.787	0.104	61.826	1.268	15.355	0.361		CI
mu_beta1_pH	1	1	3.092	2.544	1.187	7.450	1.542	1.783	0.307		CI
tau_beta1_pH	1	1	13.108	5.539	0.215	74.480	1.305	18.547	0.408		CI
mu_beta2_pH	1	1	-7.089	-6.312	-22.731	4.155	1.134	6.942	-0.112		CI
tau_beta2_pH	1	1	0.807	0.173	0.043	4.321	1.227	4.300	0.147		CI
beta0_pH	1	1	0.319	0.352	-0.346	0.841	1.641	0.295	-0.112		CI
beta0_pH	1	3	1.081	1.112	0.211	1.760	1.141	0.388	-0.080		CI
beta1_pH	1	1	3.203	2.906	2.207	6.651	1.329	1.019	0.291		CI
beta2_pH	1	1	0.643	0.547	0.191	1.682	1.124	0.406	0.236		CI
beta3_pH	1	3	38.352	39.880	29.392	42.210	1.149	3.388	-0.451		CI
beta0_pH	10	1	0.424	0.172	-0.654	1.581	4.894	0.713	0.353		northeast
beta1_pH	10	1	2.174	2.353	0.155	3.889	2.237	0.816	-0.219		northeast
beta2_pH	10	1	-0.380	0.496	-6.260	2.327	2.280	2.242	-0.391		northeast
beta2_pH	10	3	0.687	0.325	0.125	3.863	1.314	1.846	0.196		northeast
beta3_pH	10	1	28.790	31.634	20.121	34.392	7.348	5.312	-0.535		northeast
beta0_pH	11	1	0.105	0.083	-0.454	0.689	1.291	0.274	0.080		CSEO
beta0_pH	11	4	0.696	0.729	-0.397	1.645	1.402	0.511	-0.065		CSEO
beta1_pH	11	1	3.239	3.249	2.702	3.824	1.238	0.288	-0.035		CSEO
beta1_pH	11	4	2.041	1.985	1.024	3.258	1.401	0.601	0.093		CSEO
beta2_pH	11	4	-4.512	-2.916	-16.097	-0.295	1.583	4.615	-0.346		CSEO
beta3_pH	11	1	31.429	31.372	30.007	33.117	1.232	0.760	0.075		CSEO
beta3_pH	11	4	40.628	40.729	37.493	42.710	1.448	1.247	-0.081		CSEO
beta0_pelagic	11		-0.166	-0.202	-0.624	0.327	1.717	0.259	0.139		CSEO
beta1_pelagic	11		1.111	1.095	0.657	1.697	1.765	0.278	0.058		CSEO
beta2_pelagic	11		2.281	1.666	0.300	7.070	1.106	1.864	0.330		CSEO
beta3_pelagic	11		30.049	29.744	27.865	33.855	1.209	1.529	0.199		CSEO
beta5_pelagic	11		2.914	2.884	2.525	3.403	1.113	0.213	0.141		CSEO
beta5_yellow	11		-4.754	-4.759	-5.359	-4.050	1.165	0.316	0.016		CSEO
beta0_pH	12	1	0.354	0.357	-0.078	0.788	1.133	0.223	-0.013		EWYKT
beta2_pH	12	4	-5.754	-5.176	-15.115	-0.709	1.176	4.014	-0.144		EWYKT
beta0_pH	13	1	-0.143	-0.141	-0.527	0.222	1.136	0.194	-0.010		NSEI
beta2_pH	13	4	-5.414	-4.319	-16.109	-0.686	1.189	4.146	-0.264		NSEI
beta0_pelagic	13		0.275	0.309	-0.334	0.688	1.294	0.249	-0.136		NSEI
beta1_pelagic	13		1.033	0.951	0.043	2.098	1.440	0.540	0.152		NSEI
beta2_pelagic	13		1.762	1.089	0.193	6.533	1.174	1.787	0.377		NSEI
beta3_pelagic	13		36.429	36.725	28.144	41.447	1.269	3.329	-0.089		NSEI
beta_H	13	4	9.114	9.118	8.815	9.398	1.109	0.150	-0.027		NSEI
beta2_pH	14	1	0.938	0.895	0.551	1.606	1.101	0.281	0.153		NSEO
beta2_pH	14	4	-5.541	-4.263	-16.033	-1.015	1.184	4.168	-0.307		NSEO
beta5_pH	14	2	-6.349	-6.323	-7.261	-5.424	1.126	0.483	-0.054		NSEO
beta3_pelagic	14		33.422	33.152	31.171	36.919	1.162	1.582	0.171		NSEO
beta0_pH	15	4	0.419	0.494	-0.428	1.117	1.177	0.443	-0.169		SSEI
beta1_pH	15	1	2.786	2.745	2.236	4.076	1.210	0.367	0.112		SSEI
beta2_pH	15	4	-5.607	-4.448	-15.899	-0.661	1.155	4.224	-0.274		SSEI
beta3_pH	15	1	31.128	30.909	29.310	37.349	1.330	1.616	0.135		SSEI
beta5_pH	15	4	-3.231	-3.220	-4.222	-2.305	1.334	0.432	-0.025		SSEI
beta1_pelagic	15		0.119	0.059	0.011	0.612	1.390	0.152	0.396		SSEI
beta5_pelagic	15		2.463	2.450	2.188	2.822	1.232	0.163	0.080		SSEI
beta0_yellow	15		-1.157	-1.115	-1.943	-0.754	1.300	0.267	-0.157		SSEI
beta1_yellow	15		0.753	0.686	0.067	2.263	1.283	0.477	0.140		SSEI
beta2_yellow	15		-8.360	-7.502	-22.528	-0.125	1.223	6.577	-0.130		SSEI
beta0_pH	16	4	0.705	0.692	-0.508	1.995	1.190	0.624	0.021		SSEO
beta1_pH	16	4	3.457	3.483	1.998	4.840	1.166	0.716	-0.036		SSEO
beta2_pH	16	4	-5.649	-4.479	-16.156	-1.284	1.182	3.963	-0.295		SSEO
beta0_pelagic	16		0.119	0.112	-0.478	0.713	1.373	0.307	0.023		SSEO
beta1_pelagic	16		0.885	1.003	0.033	1.532	1.464	0.417	-0.283		SSEO
beta1_yellow	16		0.173	0.087	0.011	0.734	1.102	0.211	0.407		SSEO
mu_beta0_pH	2	1	-0.400	-0.294	-2.331	0.805	1.298	0.773	-0.137		NG
tau_beta0_pH	2	1	1.522	0.970	0.097	6.203	1.403	1.926	0.287		NG
mu_beta1_pH	2	1	2.919	2.510	1.050	8.259	1.155	1.939	0.211		NG
tau_beta1_pH	2	1	17.949	7.827	0.182	81.643	1.190	22.571	0.448		NG
mu_beta2_pH	2	1	0.983	0.572	-1.100	5.222	1.220	1.430	0.287		NG
tau_beta2_pH	2	1	9.102	1.231	0.045	68.551	1.240	17.338	0.454		NG
tau_beta2_pH	2	3	0.484	0.128	0.043	2.209	1.213	2.841	0.125		NG
beta0_pH	2	1	1.000	1.096	-0.086	1.645	1.756	0.460	-0.209		NG
beta1_pH	2	1	2.336	2.172	1.325	3.860	3.132	0.687	0.239		NG
beta2_pH	2	1	1.175	0.515	0.150	3.783	3.299	1.213	0.544		NG
beta3_pH	2	1	32.120	31.952	28.530	37.249	1.235	2.232	0.075		NG
beta5_pelagic	2		1.567	1.570	1.115	2.082	1.102	0.247	-0.012		NG
beta1_yellow	2		1.005	0.967	0.455	1.925	1.125	0.366	0.104		NG
mu_beta0_pH	3	4	0.545	0.570	-0.339	1.382	1.152	0.440	-0.057		PWSI
tau_beta0_pH	3	1	10.956	7.079	0.812	47.017	1.146	12.360	0.314		PWSI
tau_beta1_pH	3	4	5.030	2.861	0.322	23.382	1.182	7.485	0.290		PWSI
mu_beta2_pH	3	4	-3.559	-3.480	-14.731	8.756	1.356	5.680	-0.014		PWSI
tau_beta2_pH	3	4	1.285	0.107	0.042	10.788	1.110	6.500	0.181		PWSI
tau_beta5_pH	3	5	0.920	0.469	0.071	4.210	1.121	2.526	0.179		PWSI
beta0_pH	3	1	0.911	1.139	-0.291	1.735	4.208	0.606	-0.376		PWSI
beta1_pH	3	1	2.645	2.216	1.336	5.132	3.545	1.111	0.386		PWSI
beta2_pH	3	1	0.707	0.398	0.083	3.106	1.567	0.772	0.400		PWSI
beta3_pH	3	1	32.786	32.999	27.481	37.564	1.207	2.391	-0.089		PWSI
beta0_pelagic	3		0.028	0.015	-0.447	0.602	1.166	0.257	0.051		PWSI
beta1_pelagic	3		0.826	0.819	0.179	1.489	1.188	0.272	0.026		PWSI
beta3_pelagic	3		26.475	25.606	21.284	32.980	1.192	3.084	0.282		PWSI
beta1_yellow	3		0.448	0.405	0.013	1.611	1.132	0.380	0.113		PWSI
beta0_pH	4	1	0.711	0.762	-0.331	1.867	2.647	0.602	-0.085		PWSO
beta1_pH	4	1	4.163	2.966	1.783	8.487	5.004	2.264	0.529		PWSO
beta2_pH	4	1	0.323	0.238	0.069	1.174	1.546	0.338	0.251		PWSO
beta3_pH	4	1	34.551	33.106	28.112	42.711	3.640	4.517	0.320		PWSO
beta0_pelagic	4		0.212	0.334	-0.957	0.944	1.883	0.544	-0.224		PWSO
beta1_pelagic	4		0.938	0.812	0.096	2.339	1.896	0.603	0.209		PWSO
beta2_pelagic	4		6.590	4.957	0.246	21.927	1.120	6.170	0.265		PWSO
beta3_pelagic	4		25.579	25.822	20.476	34.447	1.396	2.974	-0.082		PWSO
beta5_pelagic	4		1.456	1.438	1.034	1.983	1.185	0.234	0.077		PWSO
beta1_yellow	4		1.197	1.116	0.477	2.662	1.268	0.496	0.163		PWSO
beta2_yellow	4		-5.160	-3.935	-18.862	-0.150	1.184	4.969	-0.247		PWSO
beta0_pH	5	1	-1.036	-0.964	-2.395	-0.244	1.632	0.554	-0.130		BSAI
beta1_pH	5	1	2.599	2.521	1.667	4.048	1.619	0.636	0.123		BSAI
beta2_pH	5	1	2.216	1.534	0.292	8.004	1.474	2.096	0.325		BSAI
beta3_pH	5	1	27.288	27.365	25.238	28.808	1.198	0.912	-0.084		BSAI
beta0_pH	6	1	-0.692	-0.528	-2.327	0.156	1.755	0.673	-0.244		SOKO2SAP
beta1_pH	6	1	2.620	2.463	1.147	4.956	1.335	1.049	0.150		SOKO2SAP
beta2_pH	6	1	0.922	0.310	0.104	6.975	1.302	1.733	0.353		SOKO2SAP
beta3_pH	6	1	33.852	33.384	25.725	41.902	1.219	4.131	0.113		SOKO2SAP
beta_H	6	1	4.605	5.298	-2.829	7.759	1.104	2.648	-0.262		SOKO2SAP
beta_H	6	3	7.509	7.312	6.335	9.950	1.237	0.884	0.223		SOKO2SAP
beta_H	6	5	8.581	8.462	7.890	10.029	1.435	0.515	0.231		SOKO2SAP
beta_H	6	7	8.340	8.798	3.312	10.395	1.113	1.800	-0.254		SOKO2SAP
beta0_H	6		6.999	7.560	-51.454	65.490	1.126	28.431	-0.020		SOKO2SAP
beta5_pH	7	1	1.471	1.468	0.836	2.088	1.156	0.314	0.010		WKMA
beta1_pH	8	1	2.507	2.340	1.060	4.560	2.427	0.984	0.170		afognak
beta2_pH	8	1	1.124	0.396	0.135	7.291	1.393	1.985	0.367		afognak
beta2_pH	8	3	2.057	1.272	0.416	8.532	1.146	2.337	0.336		afognak
beta3_pH	8	1	38.106	39.198	31.465	42.917	2.543	3.526	-0.310		afognak
beta3_pH	8	3	42.026	41.956	40.181	43.819	1.133	1.312	0.053		afognak
beta0_pH	9	1	-0.791	-0.817	-1.724	0.089	2.051	0.496	0.052		eastside
beta1_pH	9	1	2.415	2.409	1.386	4.034	2.123	0.658	0.009		eastside
beta2_pH	9	1	1.084	0.453	0.171	6.104	1.349	1.738	0.363		eastside
beta2_pH	9	3	0.710	0.396	0.157	3.016	1.294	1.909	0.165		eastside
beta3_pH	9	1	29.775	29.666	25.960	33.286	1.102	1.843	0.059		eastside
lambda_H	10		0.328	0.173	0.025	1.099	1.277	1.578	0.098		northeast
logbc_H	13	29	0.171	0.172	-0.147	0.499	1.143	0.168	-0.006		NSEI
logbc_H	13	32	-0.286	-0.283	-0.568	-0.010	1.116	0.141	-0.021		NSEI
mu_bc_H	13		-0.192	-0.195	-0.351	-0.016	1.156	0.084	0.036		NSEI
pG	13	22	0.575	0.575	0.433	0.719	1.109	0.071	0.000		NSEI
pG	13	23	0.588	0.587	0.455	0.728	1.146	0.070	0.014		NSEI
pG	13	24	0.649	0.647	0.513	0.781	1.136	0.067	0.030		NSEI
pG	13	25	0.607	0.606	0.473	0.739	1.176	0.068	0.015		NSEI
pG	13	26	0.533	0.534	0.381	0.686	1.108	0.077	-0.013		NSEI
pG	13	27	0.556	0.559	0.415	0.692	1.130	0.072	-0.042		NSEI
pG	13	28	0.541	0.540	0.402	0.686	1.144	0.071	0.014		NSEI
pG	13	29	0.572	0.573	0.440	0.722	1.277	0.074	-0.013		NSEI
pG	13	30	0.545	0.544	0.411	0.695	1.148	0.073	0.014		NSEI
pG	13	31	0.553	0.549	0.422	0.708	1.145	0.073	0.055		NSEI
pG	13	32	0.614	0.612	0.487	0.755	1.218	0.071	0.028		NSEI
pG	13	33	0.566	0.567	0.427	0.696	1.162	0.069	-0.015		NSEI
pG	13	37	0.604	0.603	0.494	0.721	1.112	0.058	0.017		NSEI
pG	13	38	0.617	0.617	0.507	0.748	1.172	0.061	0.000		NSEI
pG	13	39	0.633	0.631	0.513	0.764	1.134	0.062	0.032		NSEI
pG	13	41	0.616	0.614	0.493	0.747	1.165	0.062	0.032		NSEI
pG	13	44	0.586	0.582	0.466	0.729	1.156	0.067	0.060		NSEI
pG	13	48	0.612	0.612	0.498	0.719	1.119	0.057	0.000		NSEI
lambda_H	15		0.021	0.015	0.003	0.077	1.171	0.042	0.144		SSEI
pG	16	41	0.750	0.752	0.618	0.873	1.120	0.064	-0.031		SSEO
pG	16	43	0.714	0.718	0.570	0.846	1.143	0.072	-0.055		SSEO
logbc_H	2	34	-0.022	-0.026	-0.220	0.190	1.146	0.105	0.038		NG
pG	2	34	0.541	0.538	0.435	0.661	1.204	0.057	0.053		NG
pG	4	32	0.817	0.824	0.674	0.936	1.111	0.069	-0.101		PWSO
pG	4	45	0.830	0.832	0.709	0.930	1.136	0.057	-0.035		PWSO
pG	4	48	0.806	0.810	0.662	0.929	1.102	0.070	-0.057		PWSO
b2_pG	4		8.285	8.100	2.903	15.013	1.170	3.144	0.059		PWSO
pG	6	22	0.024	0.018	0.007	0.079	1.124	0.021	0.288		SOKO2SAP
pG	6	23	0.058	0.050	0.022	0.145	1.136	0.034	0.237		SOKO2SAP
pG	6	25	0.016	0.013	0.005	0.051	1.123	0.014	0.209		SOKO2SAP
pG	6	27	0.070	0.062	0.030	0.161	1.110	0.033	0.244		SOKO2SAP
pG	6	31	0.336	0.337	0.110	0.597	1.153	0.123	-0.008		SOKO2SAP
pG	6	32	0.296	0.295	0.093	0.567	1.128	0.120	0.008		SOKO2SAP
pG	6	33	0.228	0.222	0.097	0.402	1.260	0.073	0.083		SOKO2SAP
pG	6	34	0.199	0.191	0.089	0.365	1.141	0.068	0.117		SOKO2SAP
pG	6	35	0.195	0.188	0.082	0.369	1.275	0.070	0.100		SOKO2SAP
pG	6	36	0.237	0.231	0.099	0.437	1.180	0.085	0.070		SOKO2SAP
pG	6	37	0.239	0.233	0.093	0.432	1.206	0.085	0.071		SOKO2SAP
pG	6	38	0.173	0.164	0.065	0.335	1.302	0.067	0.135		SOKO2SAP
pG	6	39	0.135	0.132	0.052	0.243	1.210	0.047	0.063		SOKO2SAP
pG	6	40	0.152	0.150	0.045	0.288	1.278	0.060	0.033		SOKO2SAP
pG	6	41	0.133	0.131	0.051	0.242	1.156	0.048	0.041		SOKO2SAP
pG	6	42	0.137	0.134	0.045	0.260	1.190	0.053	0.056		SOKO2SAP
pG	6	43	0.166	0.154	0.078	0.314	1.165	0.062	0.195		SOKO2SAP
b2_pG	6		12.512	10.476	4.376	35.678	1.208	7.595	0.268		SOKO2SAP
lambda_H	6		11.409	3.806	0.018	72.105	1.130	20.176	0.377		SOKO2SAP
b2_pG	9		5.060	4.231	1.128	13.560	1.114	3.389	0.245		eastside

Table Xc. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.01.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.01	1,941.00	333.00	2,632.00	502.00
Prop. of total	0.85	0.15	0.84	0.16
Prop. median less than 1	0.14	0.17	0.17	0.32
Prop. median less than 10	0.23	0.36	0.28	0.56
Prop. median less than 50	0.31	0.53	0.39	0.67
Median of the median values	507.54	35.65	129.02	5.79
Mean of the median values	1,769.13	542.81	860.14	259.83
Mean skew of posteriors	0.19	0.25	0.25	0.24

Table Xd. Summary statistics describing the characteristics of the derived harvest and release estimates that are not converged relative to an Rhat of 1.1.

Statistic	non.BSAI.SOKO.Harv	BSAI.SOKO.Harv	non.BSAI.SOKO.Rel	BSAI.SOKO.Rel
n unconverged at Rhat = 1.1	97.00	62.00	364.00	165.00
Prop. of total	0.61	0.39	0.69	0.31
Prop. median less than 1	0.22	0.10	0.26	0.27
Prop. median less than 10	0.24	0.23	0.40	0.53
Prop. median less than 50	0.26	0.34	0.44	0.69
Median of the median values	1,494.22	477.95	449.30	7.88
Mean of the median values	2,529.51	1,070.73	950.69	131.91
Mean skew of posteriors	0.15	0.22	0.24	0.21

Table Xe. All parameters and derived quantities that are not converged relative to an Rhat of 1.1.

variable	Freq
b2_pG	3
beta_H	3
beta0_H	1
beta0_pelagic	5
beta0_pH	15
beta0_yellow	1
beta1_pelagic	6
beta1_pH	13
beta1_yellow	4
beta2_pelagic	2
beta2_pH	18
beta2_yellow	2
beta3_pelagic	5
beta3_pH	12
beta5_pelagic	3
beta5_pH	3
beta5_yellow	1
Bp_ay	10
Bp_ayu	10
H_ay	46
H_ayu	50
Hb_ay	28
Hb_ayu	30
Hd_ay	9
Hd_ayu	10
Ho_ay	23
Ho_ayg	2
Ho_ayu	38
Hp_ay	31
Hp_ayu	33
Hs_ay	5
Hs_ayu	8
Htrend_ay	52
Hy_ay	20
Hy_ayg	3
Hy_ayu	21
lambda_H	3
logbc_H	3
mu_bc_H	1
mu_beta0_pH	3
mu_beta1_pH	2
mu_beta2_pH	3
mu_wt	1
mu2_wt	1
p_pelagic	38
pG	37
pH	155
R_ay	97
R_ayg	123
R_ayu	43
Rb_ay	108
Rb_ayg	138
Rb_ayu	18
Rd_ay	4
Rd_ayg	2
Rd_ayu	4
re_pelagic	103
re_pH	160
re_yellow	7
Ro_ay	70
Ro_ayg	24
Ro_ayu	75
Rp_ay	112
Rp_ayg	144
Rp_ayu	19
Rs_ay	15
Rs_ayg	16
Rs_ayu	48
Ry_ay	35
Ry_ayg	7
Ry_ayu	56
sd_pH	1
tau_beta0_pH	3
tau_beta1_pH	3
tau_beta2_pH	4
tau_beta5_pH	1
tau_pH	1

Parameter estimates:

Summary Table of Parameter Estimates

Parameter	mean	sd	Lower_CI	Median	Upper_CI
mu_bc_H[1]	-0.143	0.071	-0.275	-0.147	0.013
mu_bc_H[2]	-0.110	0.038	-0.178	-0.113	-0.030
mu_bc_H[3]	-0.392	0.070	-0.524	-0.395	-0.249
mu_bc_H[4]	-1.166	0.231	-1.652	-1.155	-0.739
mu_bc_H[5]	1.279	1.244	-0.039	1.003	4.184
mu_bc_H[6]	-2.245	0.342	-2.890	-2.247	-1.565
mu_bc_H[7]	-0.470	0.100	-0.669	-0.470	-0.280
mu_bc_H[8]	0.239	0.370	-0.380	0.198	0.995
mu_bc_H[9]	-0.343	0.143	-0.627	-0.341	-0.064
mu_bc_H[10]	-0.128	0.064	-0.256	-0.127	-0.008
mu_bc_H[11]	-0.112	0.039	-0.191	-0.113	-0.035
mu_bc_H[12]	-0.250	0.109	-0.488	-0.240	-0.048
mu_bc_H[13]	-0.192	0.084	-0.351	-0.195	-0.016
mu_bc_H[14]	-0.357	0.104	-0.567	-0.353	-0.167
mu_bc_H[15]	-0.320	0.047	-0.415	-0.320	-0.229
mu_bc_H[16]	-0.263	0.374	-0.906	-0.295	0.573
mu_bc_R[1]	1.638	0.179	1.277	1.640	1.979
mu_bc_R[2]	1.611	0.091	1.435	1.611	1.789
mu_bc_R[3]	1.374	0.149	1.078	1.372	1.667
mu_bc_R[4]	1.094	0.186	0.718	1.095	1.449
mu_bc_R[5]	1.503	0.770	-0.038	1.517	3.020
mu_bc_R[6]	-2.024	0.709	-3.446	-2.015	-0.659
mu_bc_R[7]	0.299	0.192	-0.083	0.300	0.664
mu_bc_R[8]	0.521	0.231	0.059	0.521	0.970
mu_bc_R[9]	0.622	0.258	0.098	0.626	1.111
mu_bc_R[10]	1.567	0.161	1.251	1.572	1.878
mu_bc_R[11]	0.982	0.132	0.723	0.980	1.248
mu_bc_R[12]	0.956	0.281	0.417	0.951	1.514
mu_bc_R[13]	1.136	0.165	0.818	1.138	1.466
mu_bc_R[14]	1.177	0.218	0.739	1.178	1.614
mu_bc_R[15]	0.700	0.180	0.337	0.697	1.048
mu_bc_R[16]	1.119	0.166	0.789	1.122	1.435
tau_pH[1]	2.572	0.261	2.104	2.580	3.087
tau_pH[2]	1.492	0.137	1.244	1.486	1.776
tau_pH[3]	1.336	0.122	1.108	1.330	1.597
tau_pH[4]	1.222	0.159	0.937	1.213	1.557
tau_pH[5]	0.556	0.089	0.399	0.550	0.743
beta0_pH[1,1]	0.319	0.295	-0.346	0.352	0.841
beta0_pH[2,1]	1.000	0.460	-0.086	1.096	1.645
beta0_pH[3,1]	0.911	0.606	-0.291	1.139	1.735
beta0_pH[4,1]	0.711	0.602	-0.331	0.762	1.867
beta0_pH[5,1]	-1.036	0.554	-2.395	-0.964	-0.244
beta0_pH[6,1]	-0.692	0.673	-2.327	-0.528	0.156
beta0_pH[7,1]	0.716	0.134	0.467	0.712	0.984
beta0_pH[8,1]	-0.380	0.268	-0.960	-0.370	0.106
beta0_pH[9,1]	-0.791	0.496	-1.724	-0.817	0.089
beta0_pH[10,1]	0.424	0.713	-0.654	0.172	1.581
beta0_pH[11,1]	0.105	0.274	-0.454	0.083	0.689
beta0_pH[12,1]	0.354	0.223	-0.078	0.357	0.788
beta0_pH[13,1]	-0.143	0.194	-0.527	-0.141	0.222
beta0_pH[14,1]	-0.400	0.188	-0.753	-0.404	-0.038
beta0_pH[15,1]	-0.143	0.180	-0.472	-0.168	0.269
beta0_pH[16,1]	-0.143	0.230	-0.646	-0.127	0.308
beta0_pH[1,2]	2.636	0.243	2.155	2.637	3.110
beta0_pH[2,2]	2.992	0.187	2.625	2.991	3.359
beta0_pH[3,2]	3.491	0.202	3.112	3.493	3.892
beta0_pH[4,2]	3.285	0.186	2.942	3.279	3.653
beta0_pH[5,2]	4.579	1.413	2.694	4.306	8.064
beta0_pH[6,2]	3.326	0.264	2.823	3.323	3.839
beta0_pH[7,2]	1.977	0.249	1.469	1.984	2.457
beta0_pH[8,2]	2.897	0.222	2.461	2.897	3.329
beta0_pH[9,2]	3.966	0.293	3.400	3.959	4.554
beta0_pH[10,2]	4.007	0.242	3.540	4.006	4.479
beta0_pH[11,2]	2.320	0.171	1.994	2.321	2.664
beta0_pH[12,2]	1.864	0.220	1.416	1.866	2.295
beta0_pH[13,2]	2.588	0.187	2.233	2.585	2.960
beta0_pH[14,2]	1.993	0.171	1.669	1.991	2.325
beta0_pH[15,2]	2.603	0.204	2.217	2.596	3.034
beta0_pH[16,2]	2.663	0.216	2.244	2.661	3.089
beta0_pH[1,3]	1.081	0.388	0.211	1.112	1.760
beta0_pH[2,3]	2.044	0.221	1.610	2.046	2.483
beta0_pH[3,3]	2.675	0.210	2.269	2.668	3.100
beta0_pH[4,3]	2.987	0.213	2.575	2.986	3.424
beta0_pH[5,3]	3.319	1.928	0.803	2.896	8.349
beta0_pH[6,3]	1.273	0.425	0.497	1.240	2.180
beta0_pH[7,3]	0.498	0.227	0.055	0.496	0.944
beta0_pH[8,3]	0.232	0.324	-0.289	0.241	0.777
beta0_pH[9,3]	-2.983	1.095	-5.374	-2.929	-0.991
beta0_pH[10,3]	-0.625	0.892	-2.749	-0.498	0.747
beta0_pH[11,3]	1.035	0.539	-0.042	1.042	2.050
beta0_pH[12,3]	0.838	0.699	-0.503	0.812	2.253
beta0_pH[13,3]	0.740	0.405	-0.099	0.760	1.487
beta0_pH[14,3]	0.248	0.419	-0.673	0.277	0.981
beta0_pH[15,3]	0.659	0.379	-0.123	0.670	1.396
beta0_pH[16,3]	1.024	0.620	-0.127	0.980	2.287
beta0_pH[11,4]	0.696	0.511	-0.397	0.729	1.645
beta0_pH[12,4]	0.621	0.638	-0.616	0.615	2.013
beta0_pH[13,4]	0.546	0.401	-0.333	0.571	1.317
beta0_pH[14,4]	0.256	0.409	-0.622	0.275	0.974
beta0_pH[15,4]	0.419	0.443	-0.428	0.494	1.117
beta0_pH[16,4]	0.705	0.624	-0.508	0.692	1.995
beta0_pH[11,5]	2.914	0.333	2.266	2.907	3.576
beta0_pH[12,5]	-0.869	0.530	-1.843	-0.900	0.215
beta0_pH[13,5]	3.942	0.492	3.007	3.929	4.909
beta0_pH[14,5]	3.656	0.475	2.753	3.645	4.616
beta0_pH[15,5]	2.316	0.368	1.623	2.304	3.037
beta0_pH[16,5]	0.530	0.182	0.224	0.520	0.904
beta1_pH[1,1]	3.203	1.019	2.207	2.906	6.651
beta1_pH[2,1]	2.336	0.687	1.325	2.172	3.860
beta1_pH[3,1]	2.645	1.111	1.336	2.216	5.132
beta1_pH[4,1]	4.163	2.264	1.783	2.966	8.487
beta1_pH[5,1]	2.599	0.636	1.667	2.521	4.048
beta1_pH[6,1]	2.620	1.049	1.147	2.463	4.956
beta1_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,1]	2.507	0.984	1.060	2.340	4.560
beta1_pH[9,1]	2.415	0.658	1.386	2.409	4.034
beta1_pH[10,1]	2.174	0.816	0.155	2.353	3.889
beta1_pH[11,1]	3.239	0.288	2.702	3.249	3.824
beta1_pH[12,1]	3.158	0.263	2.647	3.152	3.673
beta1_pH[13,1]	2.785	0.235	2.342	2.781	3.285
beta1_pH[14,1]	3.249	0.240	2.808	3.241	3.753
beta1_pH[15,1]	2.786	0.367	2.236	2.745	4.076
beta1_pH[16,1]	3.204	0.251	2.743	3.176	3.757
beta1_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta1_pH[1,3]	1.952	1.006	0.093	1.899	4.341
beta1_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta1_pH[8,3]	4.638	2.113	1.707	4.155	10.296
beta1_pH[9,3]	5.475	1.534	3.013	5.255	8.875
beta1_pH[10,3]	5.351	2.032	2.594	4.872	10.459
beta1_pH[11,3]	2.105	0.544	1.073	2.089	3.172
beta1_pH[12,3]	3.126	0.719	1.807	3.121	4.546
beta1_pH[13,3]	1.851	0.434	1.044	1.844	2.722
beta1_pH[14,3]	2.133	0.438	1.335	2.115	3.058
beta1_pH[15,3]	2.180	0.424	1.397	2.180	3.007
beta1_pH[16,3]	3.395	0.688	2.031	3.403	4.695
beta1_pH[11,4]	2.041	0.601	1.024	1.985	3.258
beta1_pH[12,4]	3.156	0.723	1.688	3.146	4.581
beta1_pH[13,4]	1.317	0.462	0.488	1.268	2.349
beta1_pH[14,4]	2.018	0.455	1.197	1.994	2.964
beta1_pH[15,4]	1.262	0.499	0.373	1.243	2.190
beta1_pH[16,4]	3.457	0.716	1.998	3.483	4.840
beta1_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta1_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,1]	0.643	0.406	0.191	0.547	1.682
beta2_pH[2,1]	1.175	1.213	0.150	0.515	3.783
beta2_pH[3,1]	0.707	0.772	0.083	0.398	3.106
beta2_pH[4,1]	0.323	0.338	0.069	0.238	1.174
beta2_pH[5,1]	2.216	2.096	0.292	1.534	8.004
beta2_pH[6,1]	0.922	1.733	0.104	0.310	6.975
beta2_pH[7,1]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,1]	1.124	1.985	0.135	0.396	7.291
beta2_pH[9,1]	1.084	1.738	0.171	0.453	6.104
beta2_pH[10,1]	-0.380	2.242	-6.260	0.496	2.327
beta2_pH[11,1]	0.768	0.219	0.422	0.735	1.304
beta2_pH[12,1]	1.082	0.398	0.608	0.995	2.150
beta2_pH[13,1]	0.882	0.270	0.513	0.832	1.560
beta2_pH[14,1]	0.938	0.281	0.551	0.895	1.606
beta2_pH[15,1]	0.788	0.292	0.165	0.787	1.417
beta2_pH[16,1]	0.903	0.227	0.565	0.869	1.452
beta2_pH[1,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[2,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[9,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[10,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[11,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,2]	0.000	0.000	0.000	0.000	0.000
beta2_pH[1,3]	6.575	6.596	0.207	4.733	22.991
beta2_pH[2,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[3,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[4,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[5,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[6,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[7,3]	0.000	0.000	0.000	0.000	0.000
beta2_pH[8,3]	2.057	2.337	0.416	1.272	8.532
beta2_pH[9,3]	0.710	1.909	0.157	0.396	3.016
beta2_pH[10,3]	0.687	1.846	0.125	0.325	3.863
beta2_pH[11,3]	-6.046	4.661	-18.328	-4.732	-0.787
beta2_pH[12,3]	-6.754	4.559	-18.469	-5.672	-1.058
beta2_pH[13,3]	-6.279	4.548	-18.072	-5.048	-1.081
beta2_pH[14,3]	-6.287	4.483	-18.211	-4.979	-1.235
beta2_pH[15,3]	-6.481	4.565	-18.726	-5.195	-1.286
beta2_pH[16,3]	-6.346	4.313	-17.813	-5.071	-1.586
beta2_pH[11,4]	-4.512	4.615	-16.097	-2.916	-0.295
beta2_pH[12,4]	-5.754	4.014	-15.115	-5.176	-0.709
beta2_pH[13,4]	-5.414	4.146	-16.109	-4.319	-0.686
beta2_pH[14,4]	-5.541	4.168	-16.033	-4.263	-1.015
beta2_pH[15,4]	-5.607	4.224	-15.899	-4.448	-0.661
beta2_pH[16,4]	-5.649	3.963	-16.156	-4.479	-1.284
beta2_pH[11,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[12,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[13,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[14,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[15,5]	0.000	0.000	0.000	0.000	0.000
beta2_pH[16,5]	0.000	0.000	0.000	0.000	0.000
beta3_pH[1,1]	35.412	1.741	32.834	35.147	40.324
beta3_pH[2,1]	32.120	2.232	28.530	31.952	37.249
beta3_pH[3,1]	32.786	2.391	27.481	32.999	37.564
beta3_pH[4,1]	34.551	4.517	28.112	33.106	42.711
beta3_pH[5,1]	27.288	0.912	25.238	27.365	28.808
beta3_pH[6,1]	33.852	4.131	25.725	33.384	41.902
beta3_pH[7,1]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,1]	38.106	3.526	31.465	39.198	42.917
beta3_pH[9,1]	29.775	1.843	25.960	29.666	33.286
beta3_pH[10,1]	28.790	5.312	20.121	31.634	34.392
beta3_pH[11,1]	31.429	0.760	30.007	31.372	33.117
beta3_pH[12,1]	30.430	0.482	29.458	30.433	31.389
beta3_pH[13,1]	31.715	0.702	30.493	31.619	33.204
beta3_pH[14,1]	31.983	0.579	31.016	31.924	33.197
beta3_pH[15,1]	31.128	1.616	29.310	30.909	37.349
beta3_pH[16,1]	30.378	0.468	29.399	30.398	31.253
beta3_pH[1,2]	33.992	5.256	25.515	34.002	42.643
beta3_pH[2,2]	34.038	5.245	25.371	34.168	42.566
beta3_pH[3,2]	30.405	7.220	18.633	30.365	42.313
beta3_pH[4,2]	30.562	7.250	18.593	30.573	42.431
beta3_pH[5,2]	30.880	7.167	18.652	30.870	42.363
beta3_pH[6,2]	30.772	7.191	18.667	30.809	42.389
beta3_pH[7,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[9,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[10,2]	25.000	0.000	25.000	25.000	25.000
beta3_pH[11,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[12,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[13,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[14,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[15,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[16,2]	24.000	0.000	24.000	24.000	24.000
beta3_pH[1,3]	38.352	3.388	29.392	39.880	42.210
beta3_pH[2,3]	34.079	5.184	25.505	34.213	42.540
beta3_pH[3,3]	30.645	7.174	18.731	30.593	42.442
beta3_pH[4,3]	30.441	7.246	18.705	30.472	42.265
beta3_pH[5,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[6,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[7,3]	25.000	0.000	25.000	25.000	25.000
beta3_pH[8,3]	42.026	1.312	40.181	41.956	43.819
beta3_pH[9,3]	30.398	1.580	28.117	30.167	33.647
beta3_pH[10,3]	35.953	2.582	31.169	35.725	42.193
beta3_pH[11,3]	40.745	1.032	38.961	40.742	42.709
beta3_pH[12,3]	41.918	1.019	39.167	42.305	42.878
beta3_pH[13,3]	41.148	0.663	39.903	41.137	42.441
beta3_pH[14,3]	40.421	0.625	39.119	40.451	41.534
beta3_pH[15,3]	40.668	0.500	39.717	40.667	41.743
beta3_pH[16,3]	42.005	0.390	41.137	42.022	42.765
beta3_pH[11,4]	40.628	1.247	37.493	40.729	42.710
beta3_pH[12,4]	42.075	0.792	39.816	42.323	42.880
beta3_pH[13,4]	41.414	0.944	39.787	41.381	42.905
beta3_pH[14,4]	40.405	0.678	39.063	40.412	41.730
beta3_pH[15,4]	40.737	1.108	38.068	40.834	42.337
beta3_pH[16,4]	41.901	0.433	41.053	41.927	42.752
beta3_pH[11,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[12,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[13,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[14,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[15,5]	25.000	0.000	25.000	25.000	25.000
beta3_pH[16,5]	25.000	0.000	25.000	25.000	25.000
beta4_pH[1,1]	0.303	0.054	0.201	0.302	0.416
beta4_pH[2,1]	0.231	0.040	0.150	0.232	0.311
beta4_pH[3,1]	0.220	0.045	0.137	0.218	0.313
beta4_pH[4,1]	0.320	0.042	0.237	0.320	0.404
beta4_pH[5,1]	0.818	0.788	0.131	0.611	3.034
beta4_pH[6,1]	0.959	0.922	0.195	0.745	3.171
beta4_pH[7,1]	0.841	0.362	0.326	0.785	1.696
beta4_pH[8,1]	0.216	0.091	0.066	0.207	0.419
beta4_pH[9,1]	0.259	0.107	0.073	0.252	0.488
beta4_pH[10,1]	0.118	0.046	0.045	0.112	0.224
beta4_pH[11,1]	0.459	0.050	0.365	0.458	0.557
beta4_pH[12,1]	0.559	0.058	0.446	0.559	0.680
beta4_pH[13,1]	0.681	0.064	0.561	0.679	0.809
beta4_pH[14,1]	0.745	0.067	0.616	0.743	0.880
beta4_pH[15,1]	0.748	0.072	0.614	0.744	0.900
beta4_pH[16,1]	1.154	0.081	1.001	1.151	1.320
beta4_pH[1,2]	0.386	0.111	0.182	0.382	0.617
beta4_pH[2,2]	0.525	0.079	0.373	0.524	0.687
beta4_pH[3,2]	0.484	0.073	0.349	0.483	0.632
beta4_pH[4,2]	0.632	0.089	0.468	0.631	0.815
beta4_pH[5,2]	0.795	0.820	0.121	0.595	2.644
beta4_pH[6,2]	0.959	0.982	0.207	0.742	3.034
beta4_pH[7,2]	0.888	0.463	0.330	0.808	1.892
beta4_pH[8,2]	0.873	0.230	0.480	0.859	1.377
beta4_pH[9,2]	1.097	1.063	0.323	0.834	3.390
beta4_pH[10,2]	0.478	0.082	0.322	0.476	0.649
beta4_pH[11,2]	0.936	0.097	0.757	0.935	1.132
beta4_pH[12,2]	0.559	0.116	0.349	0.552	0.813
beta4_pH[13,2]	0.896	0.092	0.727	0.892	1.087
beta4_pH[14,2]	0.879	0.108	0.685	0.871	1.103
beta4_pH[15,2]	0.912	0.089	0.754	0.908	1.099
beta4_pH[16,2]	1.339	0.164	1.047	1.326	1.679
beta4_pH[1,3]	0.377	0.109	0.178	0.371	0.606
beta4_pH[2,3]	0.243	0.078	0.101	0.238	0.404
beta4_pH[3,3]	0.219	0.070	0.093	0.214	0.370
beta4_pH[4,3]	0.278	0.072	0.145	0.276	0.421
beta4_pH[5,3]	0.830	0.992	0.127	0.606	3.106
beta4_pH[6,3]	0.940	0.827	0.181	0.726	3.016
beta4_pH[7,3]	0.879	0.406	0.359	0.804	1.806
beta4_pH[8,3]	0.452	0.200	0.136	0.430	0.911
beta4_pH[9,3]	0.993	1.151	0.178	0.698	3.504
beta4_pH[10,3]	0.188	0.070	0.070	0.181	0.337
beta4_pH[11,3]	0.438	0.074	0.300	0.434	0.591
beta4_pH[12,3]	0.432	0.067	0.304	0.430	0.565
beta4_pH[13,3]	0.914	0.114	0.713	0.908	1.156
beta4_pH[14,3]	0.947	0.133	0.707	0.940	1.238
beta4_pH[15,3]	0.664	0.088	0.504	0.661	0.851
beta4_pH[16,3]	0.625	0.082	0.472	0.622	0.790
beta4_pH[1,4]	0.632	0.265	0.251	0.589	1.302
beta4_pH[2,4]	0.724	0.392	0.237	0.648	1.710
beta4_pH[3,4]	0.756	0.435	0.225	0.661	1.854
beta4_pH[4,4]	0.715	0.393	0.251	0.640	1.627
beta4_pH[5,4]	0.816	0.933	0.119	0.603	2.744
beta4_pH[6,4]	0.957	0.885	0.191	0.746	3.103
beta4_pH[7,4]	0.895	0.441	0.348	0.809	1.918
beta4_pH[8,4]	0.729	0.536	0.174	0.607	2.098
beta4_pH[9,4]	0.766	0.898	0.132	0.577	2.665
beta4_pH[10,4]	0.716	0.676	0.147	0.565	2.188
beta4_pH[11,4]	0.506	0.071	0.373	0.504	0.651
beta4_pH[12,4]	0.492	0.081	0.343	0.490	0.655
beta4_pH[13,4]	0.858	0.133	0.629	0.847	1.151
beta4_pH[14,4]	0.955	0.124	0.733	0.946	1.218
beta4_pH[15,4]	0.679	0.099	0.496	0.677	0.892
beta4_pH[16,4]	0.586	0.079	0.437	0.584	0.750
beta4_pH[1,5]	0.637	0.266	0.265	0.586	1.315
beta4_pH[2,5]	0.719	0.389	0.235	0.647	1.666
beta4_pH[3,5]	0.771	0.494	0.217	0.659	1.929
beta4_pH[4,5]	0.716	0.367	0.253	0.647	1.615
beta4_pH[5,5]	0.803	0.840	0.113	0.595	2.699
beta4_pH[6,5]	0.960	0.903	0.190	0.744	3.007
beta4_pH[7,5]	0.887	0.421	0.350	0.810	1.938
beta4_pH[8,5]	0.728	0.508	0.183	0.615	2.000
beta4_pH[9,5]	0.758	0.827	0.132	0.570	2.503
beta4_pH[10,5]	0.706	0.708	0.130	0.558	2.052
beta4_pH[11,5]	0.627	0.114	0.431	0.618	0.879
beta4_pH[12,5]	0.586	0.190	0.288	0.563	1.026
beta4_pH[13,5]	0.975	0.149	0.724	0.958	1.310
beta4_pH[14,5]	0.861	0.137	0.618	0.854	1.149
beta4_pH[15,5]	0.989	0.184	0.691	0.969	1.394
beta4_pH[16,5]	8.374	3.821	3.520	7.414	18.749
beta0_pelagic[1]	2.240	0.137	1.974	2.241	2.503
beta0_pelagic[2]	1.473	0.130	1.227	1.474	1.730
beta0_pelagic[3]	0.028	0.257	-0.447	0.015	0.602
beta0_pelagic[4]	0.212	0.544	-0.957	0.334	0.944
beta0_pelagic[5]	1.435	0.218	1.014	1.432	1.874
beta0_pelagic[6]	1.349	0.159	1.043	1.349	1.662
beta0_pelagic[7]	1.529	0.153	1.232	1.528	1.828
beta0_pelagic[8]	1.767	0.143	1.487	1.768	2.043
beta0_pelagic[9]	2.730	0.169	2.403	2.729	3.064
beta0_pelagic[10]	2.545	0.139	2.287	2.541	2.818
beta0_pelagic[11]	-0.166	0.259	-0.624	-0.202	0.327
beta0_pelagic[12]	1.790	0.135	1.512	1.792	2.054
beta0_pelagic[13]	0.275	0.249	-0.334	0.309	0.688
beta0_pelagic[14]	-0.393	0.232	-0.843	-0.399	0.083
beta0_pelagic[15]	-0.282	0.132	-0.536	-0.285	-0.022
beta0_pelagic[16]	0.119	0.307	-0.478	0.112	0.713
beta1_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[3]	0.826	0.272	0.179	0.819	1.489
beta1_pelagic[4]	0.938	0.603	0.096	0.812	2.339
beta1_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[11]	1.111	0.278	0.657	1.095	1.697
beta1_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta1_pelagic[13]	1.033	0.540	0.043	0.951	2.098
beta1_pelagic[14]	1.732	0.366	1.130	1.670	2.566
beta1_pelagic[15]	0.119	0.152	0.011	0.059	0.612
beta1_pelagic[16]	0.885	0.417	0.033	1.003	1.532
beta2_pelagic[1]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[2]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[3]	6.536	6.155	0.175	4.713	22.034
beta2_pelagic[4]	6.590	6.170	0.246	4.957	21.927
beta2_pelagic[5]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[6]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[7]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[8]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[9]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[10]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[11]	2.281	1.864	0.300	1.666	7.070
beta2_pelagic[12]	0.000	0.000	0.000	0.000	0.000
beta2_pelagic[13]	1.762	1.787	0.193	1.089	6.533
beta2_pelagic[14]	1.443	1.347	0.249	0.955	5.139
beta2_pelagic[15]	2.489	1.937	0.077	2.069	7.252
beta2_pelagic[16]	1.790	1.744	0.208	1.129	6.491
beta3_pelagic[1]	30.898	6.923	19.580	30.933	42.274
beta3_pelagic[2]	30.919	6.995	19.637	30.805	42.417
beta3_pelagic[3]	26.475	3.084	21.284	25.606	32.980
beta3_pelagic[4]	25.579	2.974	20.476	25.822	34.447
beta3_pelagic[5]	29.556	6.634	18.633	29.487	40.470
beta3_pelagic[6]	29.473	6.634	18.527	29.595	40.402
beta3_pelagic[7]	29.486	6.679	18.594	29.489	40.427
beta3_pelagic[8]	29.225	6.630	18.570	29.089	40.406
beta3_pelagic[9]	29.271	6.638	18.620	29.142	40.438
beta3_pelagic[10]	29.511	6.578	18.660	29.362	40.386
beta3_pelagic[11]	30.049	1.529	27.865	29.744	33.855
beta3_pelagic[12]	31.038	6.955	19.617	31.066	42.387
beta3_pelagic[13]	36.429	3.329	28.144	36.725	41.447
beta3_pelagic[14]	33.422	1.582	31.171	33.152	36.919
beta3_pelagic[15]	32.442	6.936	19.648	33.550	42.239
beta3_pelagic[16]	32.425	3.319	25.492	32.289	38.377
beta0_yellow[1]	-0.482	0.165	-0.799	-0.485	-0.143
beta0_yellow[2]	0.554	0.202	0.075	0.572	0.909
beta0_yellow[3]	-0.174	0.241	-0.843	-0.149	0.191
beta0_yellow[4]	1.002	0.198	0.582	1.014	1.366
beta0_yellow[5]	0.409	0.346	-0.378	0.455	0.960
beta0_yellow[6]	0.815	0.166	0.480	0.812	1.151
beta0_yellow[7]	0.933	0.165	0.640	0.927	1.274
beta0_yellow[8]	0.980	0.165	0.669	0.973	1.303
beta0_yellow[9]	0.572	0.173	0.211	0.579	0.897
beta0_yellow[10]	0.700	0.143	0.416	0.703	0.977
beta0_yellow[11]	-0.049	0.213	-0.455	-0.050	0.345
beta0_yellow[12]	-1.228	0.237	-1.790	-1.204	-0.828
beta0_yellow[13]	-1.275	0.223	-1.750	-1.257	-0.872
beta0_yellow[14]	-0.278	0.205	-0.733	-0.279	0.116
beta0_yellow[15]	-1.157	0.267	-1.943	-1.115	-0.754
beta0_yellow[16]	-0.356	0.209	-0.830	-0.340	0.010
beta1_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[2]	1.005	0.366	0.455	0.967	1.925
beta1_yellow[3]	0.448	0.380	0.013	0.405	1.611
beta1_yellow[4]	1.197	0.496	0.477	1.116	2.662
beta1_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta1_yellow[11]	1.924	0.302	1.390	1.904	2.598
beta1_yellow[12]	0.304	0.542	0.011	0.109	1.767
beta1_yellow[13]	2.241	0.589	1.360	2.128	3.587
beta1_yellow[14]	2.740	0.602	1.757	2.675	4.210
beta1_yellow[15]	0.753	0.477	0.067	0.686	2.263
beta1_yellow[16]	0.173	0.211	0.011	0.087	0.734
beta2_yellow[1]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[2]	-7.446	5.912	-21.677	-6.180	-0.170
beta2_yellow[3]	-6.815	5.509	-20.061	-5.733	-0.111
beta2_yellow[4]	-5.160	4.969	-18.862	-3.935	-0.150
beta2_yellow[5]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[6]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[7]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[8]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[9]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[10]	0.000	0.000	0.000	0.000	0.000
beta2_yellow[11]	-5.020	5.272	-19.859	-2.847	-0.543
beta2_yellow[12]	-7.705	5.922	-21.474	-6.511	-0.272
beta2_yellow[13]	-2.633	4.292	-16.954	-0.901	-0.254
beta2_yellow[14]	-4.399	4.718	-17.533	-2.516	-0.477
beta2_yellow[15]	-8.360	6.577	-22.528	-7.502	-0.125
beta2_yellow[16]	-7.748	5.950	-21.919	-6.638	-0.174
beta3_yellow[1]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[2]	28.988	1.672	25.149	28.789	32.399
beta3_yellow[3]	32.194	4.449	21.185	32.477	40.843
beta3_yellow[4]	28.073	2.625	22.947	27.597	34.639
beta3_yellow[5]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[6]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[7]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[8]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[9]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[10]	25.000	0.000	25.000	25.000	25.000
beta3_yellow[11]	30.231	0.830	28.990	30.069	31.817
beta3_yellow[12]	34.855	3.971	28.306	34.864	41.621
beta3_yellow[13]	30.232	1.086	28.281	30.197	32.499
beta3_yellow[14]	29.320	0.551	28.299	29.241	30.640
beta3_yellow[15]	30.683	2.254	28.131	30.115	35.969
beta3_yellow[16]	34.334	3.716	28.331	34.100	41.434
beta0_black[1]	0.014	0.150	-0.292	0.016	0.299
beta0_black[2]	1.898	0.138	1.627	1.896	2.172
beta0_black[3]	1.355	0.141	1.072	1.358	1.632
beta0_black[4]	2.502	0.144	2.227	2.500	2.794
beta0_black[5]	4.645	2.163	1.769	4.184	10.231
beta0_black[6]	4.557	2.046	2.130	4.016	9.785
beta0_black[7]	3.270	1.779	1.296	2.811	8.337
beta0_black[8]	0.868	0.231	0.430	0.862	1.333
beta0_black[9]	2.595	0.254	2.108	2.589	3.085
beta0_black[10]	1.348	0.144	1.064	1.348	1.620
beta0_black[11]	2.973	0.146	2.687	2.973	3.242
beta0_black[12]	4.766	0.198	4.399	4.760	5.167
beta0_black[13]	0.219	0.172	0.010	0.176	0.641
beta0_black[14]	2.835	0.161	2.519	2.833	3.154
beta0_black[15]	1.293	0.153	0.996	1.293	1.589
beta0_black[16]	3.762	0.152	3.464	3.759	4.059
beta2_black[1]	0.000	0.000	0.000	0.000	0.000
beta2_black[2]	0.000	0.000	0.000	0.000	0.000
beta2_black[3]	0.000	0.000	0.000	0.000	0.000
beta2_black[4]	0.000	0.000	0.000	0.000	0.000
beta2_black[5]	0.000	0.000	0.000	0.000	0.000
beta2_black[6]	0.000	0.000	0.000	0.000	0.000
beta2_black[7]	0.000	0.000	0.000	0.000	0.000
beta2_black[8]	0.000	0.000	0.000	0.000	0.000
beta2_black[9]	0.000	0.000	0.000	0.000	0.000
beta2_black[10]	0.000	0.000	0.000	0.000	0.000
beta2_black[11]	0.000	0.000	0.000	0.000	0.000
beta2_black[12]	0.000	0.000	0.000	0.000	0.000
beta2_black[13]	-2.511	1.614	-6.428	-2.075	-0.545
beta2_black[14]	0.000	0.000	0.000	0.000	0.000
beta2_black[15]	0.000	0.000	0.000	0.000	0.000
beta2_black[16]	0.000	0.000	0.000	0.000	0.000
beta3_black[1]	25.000	0.000	25.000	25.000	25.000
beta3_black[2]	25.000	0.000	25.000	25.000	25.000
beta3_black[3]	25.000	0.000	25.000	25.000	25.000
beta3_black[4]	25.000	0.000	25.000	25.000	25.000
beta3_black[5]	25.000	0.000	25.000	25.000	25.000
beta3_black[6]	25.000	0.000	25.000	25.000	25.000
beta3_black[7]	25.000	0.000	25.000	25.000	25.000
beta3_black[8]	25.000	0.000	25.000	25.000	25.000
beta3_black[9]	25.000	0.000	25.000	25.000	25.000
beta3_black[10]	25.000	0.000	25.000	25.000	25.000
beta3_black[11]	25.000	0.000	25.000	25.000	25.000
beta3_black[12]	25.000	0.000	25.000	25.000	25.000
beta3_black[13]	38.965	0.784	37.131	39.073	40.193
beta3_black[14]	25.000	0.000	25.000	25.000	25.000
beta3_black[15]	25.000	0.000	25.000	25.000	25.000
beta3_black[16]	25.000	0.000	25.000	25.000	25.000
beta4_black[1]	-0.296	0.196	-0.668	-0.296	0.088
beta4_black[2]	0.259	0.186	-0.113	0.260	0.614
beta4_black[3]	-0.978	0.190	-1.359	-0.978	-0.607
beta4_black[4]	0.473	0.220	0.045	0.472	0.913
beta4_black[5]	0.806	1.700	-1.276	0.482	4.981
beta4_black[6]	0.937	1.826	-0.981	0.572	4.738
beta4_black[7]	0.761	1.564	-1.022	0.456	4.283
beta4_black[8]	-0.169	0.313	-0.768	-0.172	0.452
beta4_black[9]	1.003	0.846	-0.172	0.844	3.186
beta4_black[10]	0.117	0.189	-0.242	0.115	0.492
beta4_black[11]	-0.611	0.196	-0.987	-0.613	-0.224
beta4_black[12]	0.572	0.322	-0.038	0.571	1.217
beta4_black[13]	-1.217	0.201	-1.614	-1.218	-0.825
beta4_black[14]	0.051	0.236	-0.413	0.056	0.511
beta4_black[15]	-1.013	0.203	-1.413	-1.013	-0.615
beta4_black[16]	-0.494	0.212	-0.906	-0.492	-0.070
beta0_dsr[11]	-0.620	0.162	-0.927	-0.624	-0.291
beta0_dsr[12]	1.452	0.187	1.090	1.452	1.811
beta0_dsr[13]	0.086	0.162	-0.203	0.078	0.431
beta0_dsr[14]	-0.168	0.180	-0.525	-0.163	0.166
beta0_dsr[15]	0.014	0.184	-0.316	0.004	0.394
beta0_dsr[16]	-0.082	0.165	-0.433	-0.075	0.234
beta1_dsr[11]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[12]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[13]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[14]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[15]	0.000	0.000	0.000	0.000	0.000
beta1_dsr[16]	0.000	0.000	0.000	0.000	0.000
beta4_dsr[11]	1.090	0.218	0.668	1.089	1.504
beta4_dsr[12]	0.710	0.339	0.035	0.711	1.352
beta4_dsr[13]	0.161	0.225	-0.291	0.166	0.585
beta4_dsr[14]	-0.058	0.252	-0.558	-0.059	0.448
beta4_dsr[15]	0.732	0.232	0.290	0.729	1.184
beta4_dsr[16]	0.443	0.234	-0.007	0.438	0.908
beta0_slope[11]	-1.928	0.176	-2.260	-1.937	-1.580
beta0_slope[12]	-5.453	0.325	-6.091	-5.447	-4.834
beta0_slope[13]	-1.308	0.176	-1.664	-1.301	-0.982
beta0_slope[14]	-2.578	0.183	-2.938	-2.579	-2.217
beta0_slope[15]	-1.322	0.183	-1.677	-1.317	-0.953
beta0_slope[16]	-2.308	0.180	-2.657	-2.312	-1.965
beta1_slope[11]	0.000	0.000	0.000	0.000	0.000
beta1_slope[12]	0.000	0.000	0.000	0.000	0.000
beta1_slope[13]	0.000	0.000	0.000	0.000	0.000
beta1_slope[14]	0.000	0.000	0.000	0.000	0.000
beta1_slope[15]	0.000	0.000	0.000	0.000	0.000
beta1_slope[16]	0.000	0.000	0.000	0.000	0.000
beta4_slope[11]	-0.760	0.235	-1.237	-0.757	-0.311
beta4_slope[12]	-4.106	0.848	-5.832	-4.076	-2.536
beta4_slope[13]	0.006	0.231	-0.454	0.003	0.455
beta4_slope[14]	-0.348	0.281	-0.913	-0.346	0.193
beta4_slope[15]	-0.866	0.229	-1.294	-0.866	-0.412
beta4_slope[16]	-0.644	0.251	-1.127	-0.647	-0.147
beta5_slope[11]	2.609	0.264	2.093	2.611	3.113
beta5_slope[12]	1.680	0.463	0.776	1.676	2.602
beta5_slope[13]	1.329	0.257	0.820	1.334	1.816
beta5_slope[14]	3.362	0.398	2.581	3.360	4.178
beta5_slope[15]	1.617	0.254	1.119	1.612	2.103
beta5_slope[16]	2.743	0.339	2.084	2.742	3.418
sigma_H[1]	0.201	0.061	0.079	0.200	0.320
sigma_H[2]	0.174	0.029	0.123	0.171	0.235
sigma_H[3]	0.202	0.043	0.122	0.200	0.291
sigma_H[4]	0.395	0.080	0.256	0.388	0.563
sigma_H[5]	1.041	0.217	0.633	1.030	1.504
sigma_H[6]	0.288	0.208	0.011	0.254	0.770
sigma_H[7]	0.277	0.049	0.198	0.271	0.392
sigma_H[8]	0.434	0.097	0.307	0.416	0.656
sigma_H[9]	0.394	0.075	0.278	0.384	0.568
sigma_H[10]	0.223	0.044	0.148	0.220	0.317
sigma_H[11]	0.264	0.046	0.188	0.259	0.366
sigma_H[12]	0.400	0.155	0.202	0.356	0.738
sigma_H[13]	0.200	0.035	0.137	0.197	0.279
sigma_H[14]	0.459	0.094	0.305	0.449	0.666
sigma_H[15]	0.243	0.039	0.177	0.240	0.328
sigma_H[16]	0.219	0.043	0.147	0.214	0.316
lambda_H[1]	2.986	4.476	0.107	1.394	14.653
lambda_H[2]	8.337	7.998	0.692	5.934	29.403
lambda_H[3]	5.383	7.846	0.255	2.754	27.959
lambda_H[4]	0.008	0.006	0.001	0.006	0.023
lambda_H[5]	1.741	3.441	0.013	0.482	12.331
lambda_H[6]	11.409	20.176	0.018	3.806	72.105
lambda_H[7]	0.015	0.011	0.003	0.013	0.043
lambda_H[8]	7.815	9.886	0.003	4.435	35.848
lambda_H[9]	0.020	0.014	0.004	0.017	0.055
lambda_H[10]	0.328	1.578	0.025	0.173	1.099
lambda_H[11]	0.219	0.319	0.010	0.098	1.060
lambda_H[12]	4.248	5.052	0.227	2.605	17.696
lambda_H[13]	3.573	3.207	0.341	2.675	12.141
lambda_H[14]	3.178	3.283	0.244	2.191	11.829
lambda_H[15]	0.021	0.042	0.003	0.015	0.077
lambda_H[16]	0.829	1.477	0.033	0.336	4.699
mu_lambda_H[1]	4.271	1.909	1.163	4.099	8.437
mu_lambda_H[2]	3.927	1.939	0.666	3.766	7.941
mu_lambda_H[3]	3.464	1.842	0.732	3.139	7.749
sigma_lambda_H[1]	8.542	4.341	1.911	7.802	18.180
sigma_lambda_H[2]	8.526	4.685	1.108	7.976	18.344
sigma_lambda_H[3]	6.277	4.008	1.046	5.427	16.504
beta_H[1,1]	6.752	1.229	3.904	6.972	8.494
beta_H[2,1]	9.859	0.493	8.816	9.874	10.757
beta_H[3,1]	7.904	0.811	6.013	7.998	9.281
beta_H[4,1]	13.493	7.748	-0.572	12.937	29.733
beta_H[5,1]	-0.391	2.942	-6.696	-0.207	4.861
beta_H[6,1]	4.605	2.648	-2.829	5.298	7.759
beta_H[7,1]	2.567	5.218	-8.521	2.959	11.791
beta_H[8,1]	2.306	7.609	-2.419	1.264	30.712
beta_H[9,1]	14.037	5.408	4.204	13.739	25.477
beta_H[10,1]	7.084	1.763	3.396	7.191	10.506
beta_H[11,1]	4.587	3.676	-3.376	5.178	9.984
beta_H[12,1]	2.523	1.022	0.702	2.478	4.656
beta_H[13,1]	9.066	0.832	7.268	9.124	10.466
beta_H[14,1]	2.165	1.035	0.193	2.150	4.201
beta_H[15,1]	-6.704	3.658	-13.300	-6.876	1.283
beta_H[16,1]	3.897	2.926	-0.806	3.503	10.657
beta_H[1,2]	7.913	0.259	7.383	7.919	8.411
beta_H[2,2]	10.033	0.132	9.776	10.032	10.298
beta_H[3,2]	8.908	0.203	8.499	8.914	9.301
beta_H[4,2]	2.024	1.481	-1.072	2.066	4.795
beta_H[5,2]	1.815	1.069	-0.313	1.830	3.859
beta_H[6,2]	6.187	0.819	4.345	6.273	7.590
beta_H[7,2]	1.898	0.987	0.119	1.838	3.937
beta_H[8,2]	2.778	1.872	-4.578	3.122	4.227
beta_H[9,2]	2.655	1.009	0.592	2.651	4.600
beta_H[10,2]	8.169	0.366	7.400	8.182	8.851
beta_H[11,2]	9.864	0.663	8.864	9.764	11.284
beta_H[12,2]	3.940	0.369	3.250	3.930	4.679
beta_H[13,2]	9.169	0.234	8.725	9.170	9.651
beta_H[14,2]	4.068	0.344	3.403	4.065	4.746
beta_H[15,2]	11.472	0.658	10.086	11.491	12.748
beta_H[16,2]	4.665	0.814	3.117	4.660	6.272
beta_H[1,3]	8.543	0.263	8.063	8.528	9.073
beta_H[2,3]	10.103	0.113	9.893	10.101	10.337
beta_H[3,3]	9.609	0.165	9.295	9.604	9.958
beta_H[4,3]	-0.539	1.192	-2.609	-0.607	2.066
beta_H[5,3]	4.091	0.716	2.650	4.093	5.488
beta_H[6,3]	7.509	0.884	6.335	7.312	9.950
beta_H[7,3]	-2.002	0.650	-3.304	-2.006	-0.798
beta_H[8,3]	5.366	0.913	4.628	5.188	9.008
beta_H[9,3]	-1.631	0.695	-3.006	-1.626	-0.290
beta_H[10,3]	8.810	0.281	8.277	8.804	9.386
beta_H[11,3]	8.465	0.299	7.830	8.490	8.984
beta_H[12,3]	5.343	0.305	4.643	5.377	5.845
beta_H[13,3]	8.964	0.172	8.626	8.965	9.311
beta_H[14,3]	5.870	0.272	5.263	5.882	6.355
beta_H[15,3]	10.283	0.311	9.664	10.286	10.886
beta_H[16,3]	6.155	0.806	4.424	6.232	7.510
beta_H[1,4]	8.284	0.195	7.873	8.297	8.631
beta_H[2,4]	10.177	0.114	9.930	10.185	10.382
beta_H[3,4]	10.107	0.163	9.757	10.121	10.391
beta_H[4,4]	11.591	0.448	10.703	11.591	12.454
beta_H[5,4]	5.827	0.898	4.429	5.717	7.958
beta_H[6,4]	7.523	0.566	6.079	7.638	8.337
beta_H[7,4]	8.372	0.324	7.729	8.374	8.998
beta_H[8,4]	6.703	0.366	5.525	6.753	7.158
beta_H[9,4]	7.157	0.366	6.473	7.144	7.906
beta_H[10,4]	7.820	0.253	7.360	7.806	8.335
beta_H[11,4]	9.487	0.193	9.113	9.481	9.878
beta_H[12,4]	7.232	0.192	6.861	7.231	7.622
beta_H[13,4]	9.114	0.150	8.815	9.118	9.398
beta_H[14,4]	7.915	0.215	7.500	7.914	8.363
beta_H[15,4]	9.457	0.230	8.992	9.460	9.913
beta_H[16,4]	9.451	0.279	8.973	9.426	10.045
beta_H[1,5]	9.083	0.147	8.782	9.091	9.365
beta_H[2,5]	10.838	0.094	10.663	10.835	11.028
beta_H[3,5]	10.908	0.170	10.595	10.902	11.241
beta_H[4,5]	8.532	0.433	7.707	8.528	9.423
beta_H[5,5]	5.027	0.777	3.146	5.161	6.178
beta_H[6,5]	8.581	0.515	7.890	8.462	10.029
beta_H[7,5]	6.648	0.318	6.035	6.639	7.309
beta_H[8,5]	8.346	0.301	7.969	8.301	9.224
beta_H[9,5]	8.377	0.373	7.609	8.378	9.106
beta_H[10,5]	10.171	0.253	9.650	10.174	10.638
beta_H[11,5]	11.582	0.224	11.146	11.581	12.027
beta_H[12,5]	8.562	0.186	8.200	8.559	8.919
beta_H[13,5]	10.113	0.130	9.862	10.111	10.376
beta_H[14,5]	9.286	0.202	8.911	9.280	9.711
beta_H[15,5]	11.245	0.245	10.770	11.245	11.729
beta_H[16,5]	9.872	0.189	9.456	9.882	10.209
beta_H[1,6]	10.202	0.210	9.863	10.180	10.688
beta_H[2,6]	11.537	0.109	11.318	11.537	11.754
beta_H[3,6]	10.725	0.164	10.371	10.733	11.018
beta_H[4,6]	12.883	0.781	11.281	12.898	14.350
beta_H[5,6]	5.888	0.788	4.607	5.811	7.734
beta_H[6,6]	8.681	0.410	7.819	8.691	9.502
beta_H[7,6]	10.457	0.530	9.440	10.456	11.463
beta_H[8,6]	9.566	0.397	8.593	9.614	10.061
beta_H[9,6]	8.152	0.632	6.899	8.142	9.434
beta_H[10,6]	9.402	0.353	8.649	9.428	10.021
beta_H[11,6]	10.671	0.374	9.879	10.699	11.344
beta_H[12,6]	9.360	0.241	8.898	9.351	9.879
beta_H[13,6]	11.111	0.150	10.827	11.110	11.416
beta_H[14,6]	9.928	0.264	9.390	9.930	10.435
beta_H[15,6]	10.640	0.430	9.797	10.645	11.484
beta_H[16,6]	10.686	0.246	10.176	10.697	11.156
beta_H[1,7]	10.469	1.091	7.675	10.698	12.007
beta_H[2,7]	12.136	0.434	11.142	12.165	12.935
beta_H[3,7]	10.327	0.703	8.742	10.391	11.511
beta_H[4,7]	1.928	3.959	-5.563	1.874	9.889
beta_H[5,7]	6.148	2.662	0.522	6.173	11.241
beta_H[6,7]	8.340	1.800	3.312	8.798	10.395
beta_H[7,7]	7.899	2.683	2.664	7.850	13.128
beta_H[8,7]	11.115	1.435	9.394	10.979	14.370
beta_H[9,7]	5.504	3.234	-0.941	5.514	11.983
beta_H[10,7]	10.298	1.612	7.443	10.131	13.924
beta_H[11,7]	11.539	1.857	8.286	11.337	15.533
beta_H[12,7]	9.870	0.872	7.948	9.949	11.356
beta_H[13,7]	11.770	0.682	10.178	11.833	12.896
beta_H[14,7]	10.648	0.835	9.014	10.662	12.265
beta_H[15,7]	13.557	2.276	9.029	13.515	18.120
beta_H[16,7]	12.651	1.296	10.361	12.491	15.554
beta0_H[1]	8.657	15.300	-23.922	8.789	39.720
beta0_H[2]	10.671	6.611	-2.499	10.754	23.301
beta0_H[3]	9.740	10.086	-11.394	9.825	29.864
beta0_H[4]	7.309	176.101	-359.860	6.487	367.767
beta0_H[5]	3.628	40.181	-74.768	4.508	73.269
beta0_H[6]	6.999	28.431	-51.454	7.560	65.490
beta0_H[7]	8.313	123.468	-233.483	7.921	269.248
beta0_H[8]	6.081	70.185	-21.961	6.438	40.622
beta0_H[9]	7.639	106.551	-200.910	6.908	222.241
beta0_H[10]	9.531	36.367	-62.806	9.449	83.306
beta0_H[11]	9.309	54.880	-107.075	10.280	121.580
beta0_H[12]	6.682	12.287	-15.658	6.928	28.267
beta0_H[13]	10.028	9.253	-8.690	9.966	29.435
beta0_H[14]	7.273	11.218	-15.014	7.057	30.437
beta0_H[15]	7.591	113.897	-221.149	7.660	232.014
beta0_H[16]	7.713	30.284	-54.777	7.636	68.588